Gunnar Tufte
Gunnar Tufte
Professor; Deputy Head of Department for Research; Head of the PhD Program in Computer Science
gunnar.tufte@ntnu.no
About
I am a member of thee Computing research group. Main interest: --- Unconventional Machines: Architecture, Design and Computation.
Research:
Keywords: Vast Parallel Architectures, nanosystems, Bio-Inspired Hardware and Methods, Artificial Development, Evolutionary Computation, Evolvable Hardware, Artificial Life, cellular computing, cellular automata, self-replication, reconfigurable hardware.
The overal subject of computer architecture research at the Computing (COMP) research group is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have work on nanomagnetic systems as a substrate for novel computing devices in projects funded by NFR : SOCRATES (Self-Organizing Computational substRATES) and the SPrINTER projects, and in the EU funded FET-Open SpinENGINE project.
Competencies
Research
The overal subject of computer architecture research at the Computing (COMP) research group is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have worked on nanomagnetic systems as a substrate for novel computing devices in the NFR funded SOCRATES project and the SPrINTER projects. and in the EU funded FET-Open SpinENGINE project.
SpinENGINE
The SpinENGINE project will lay the foundations for a new, massively parallel, platform based on emergent behaviour in nanomagnet ensembles.
The SpinEngine project has received funding from the European Union’s Horizon 2020 FET-Open programme
SPrINTER
The SPrINTER project aims at creating a radically new technology for low-power spin-based computing. SPrINTER is partially funded by the Norwegian Research Council (NFR). Researcher Project for Technological Convergence under the project agreement 331821.
flatspin
flatspin: A Large-Scale Artificial Spin Ice Simulator.
flatspin is open-source software. under under the GPLv3 license. flatspin is developed and maintained by an interdisciplinary group of researchers at NTNU.
Publications
2022
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB).
volum 106 (6).
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control.
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embedding.
MIC Journal: Modeling, Identification and Control.
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control.
volum 43 (1).
Academic article
2021
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control.
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control.
volum 42 (4).
Academic article
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
ALIFE 2021: Proceedings of the Artificial Life Conference 2021.
Academic chapter/article/Conference paper
2020
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference.
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org.
Academic article
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference.
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics.
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Applications of Evolutionary Computation.
Academic chapter/article/Conference paper
2019
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS).
volum 11493 LNCS.
Academic article
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Nichele, Stefano;
Tufte, Gunnar.
(2019)
A general representation of dynamical systems for reservoir computing.
Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics.
Academic chapter/article/Conference paper
2018
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
The 2018 Conference on Artificial Life.
Academic chapter/article/Conference paper
2017
-
Aaser, Peter;
Knudsen, Martinius;
Huse Ramstad, Ola;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar;
Bauer, Ulrich Stefan;
Halaas, Øyvind;
Hendseth, Sverre;
Sandvig, Axel;
Valderhaug, Vibeke Devold.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing.
volum 13 (1).
Academic article
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems.
volum 10 (3).
Academic article
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings.
Academic chapter/article/Conference paper
2016
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
2016 IEEE Congress on Evolutionary Computation, IEEE World Congrees on Computational Intelligence 2016.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
Proc. of 2016 IEEE Symposium Series on Computational Intelligence (SSCI).
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS).
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
Proceedings of the Artificial Life Conference 2016.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life.
volum 22 (1).
Academic article
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Parallel Problem Solving from Nature – PPSN XIV, 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements.
volum 9 (1, 2).
Academic article
2015
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini.
Article
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
FUTURE COMPUTING 2015, The Seventh International Conference on Future Computational Technologies and Applications.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
Proceedings of the European Conference on Artificial Life 2015.
Academic chapter/article/Conference paper
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications.
volum 20 (8).
Academic article
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
FUTURE COMPUTING 2015, The Seventh International Conference on Future Computational Technologies and Applications.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
Proceedings of 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
Proceedings of the European Conference on Artificial Life 2015.
Academic chapter/article/Conference paper
2014
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Bio-Inspired Models of Network, Information, and Computing Systems, 7th International ICST Conference, BIONETICS 2012, Lugano, Switzerland, December 10--11, 2012.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS).
volum 8553 LNCS.
Academic article
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
2014 IEEE International Conference on Evolvable Systems Proceedings.
Academic chapter/article/Conference paper
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence.
volum 7 (1).
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS).
volum 8672.
Academic article
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
14th UK Workshop on Computational Intelligence (UKCI).
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
2014 IEEE International Conference on Evolvable Systems Proceedings.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing.
volum 237.
Academic article
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Applications of Evolutionary Computation. 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014.
Academic chapter/article/Conference paper
2013
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
Advances in Artificial Life, ECAL 2013.Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Innovations in Bio-inspired Computing and Applications. Proceedings of the 4th International Conference on Innovations in Bio-inspired Computing and Applications, IBICA 2013, August 22-24, 2013 - Ostrava, Czech Republic.
Academic chapter/article/Conference paper
2012
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
13th IEEE international symposium on computational intelligence and informatics, 20.- 22. november 2012.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence.
Academic chapter/article/Conference paper
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing.
volum 8 (4).
Academic article
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
11th International Conference Unconventional Computation and Natural Computation, UCNC 2012.
Academic chapter/article/Conference paper
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline;
MacLennan, Bruce;
Michel, Olivier;
Miller, Julian F.;
Nikolic, Igor;
Spicher, Antoine;
Tufte, Gunnar;
Vico, Francisco J.;
Yamamoto, Lidia.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS).
volum 7445.
Abstract
2011
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation.
Academic article
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
Evolutionary Computation (CEC), 2011 IEEE Congress.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS).
volum 5777.
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks.
volum 2 (2-3).
Academic article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen.
volum 8 (2).
Short communication
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS).
Academic article
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011.
Academic chapter/article/Conference paper
2010
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
ICAART 2010, 2nd International Conference on Agents and Artificial Intelligence, Proceedings.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
Computation World 2010.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
2009
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Norsk Informatikk Konferanse 2009.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Proceeding of the Internationl Joint Conference on Computational Inteligence.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
2009 NASA/ESA Conference on Adaptive Hardware and Systems, Proceedings.
Academic chapter/article/Conference paper
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
2008
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
(re)Actor3 the third international conference on digital live art.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS).
volum 5216.
Academic article
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Genetic and Evolutionary Computation Conference (GECCO-2008).
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS).
Academic article
2007
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
IEEE Congress in Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS).
volum 4684/2007.
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Identification of Functionality during Development on a Virtual Sblock FPGA.
Proceedings of IEEE Congress in Evolutionary Computation, CEC 2007.
Other
2006
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
Proceedings First NASA/ESA Conference on Adaptive Hardware and Systems AHS 2006.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
Genetic and Evolutionary Computation COnference 2006 GECCO 2006.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
2006 IEEE Word Conferance on Computational Intelligence.
Academic chapter/article/Conference paper
2005
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no.
Popular scientific article
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing.
volum 4 (4).
Academic article
2004
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
2004. ISBN 82-471-6460-4.
Doctoral dissertation
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS).
volum 3038.
Academic article
2003
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
On Growth, Form and Computers.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS).
Academic article
2002
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Aschehoug og Gyldendals Store norske årbok 2002.
Lexical introduction
2001
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
Evolvable Hardware, 2001. Proceedings. The Third NASA/DoD Workshop on.
Academic chapter/article/Conference paper
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS).
Academic article
2000
-
Haddow, Pauline;
Tufte, Gunnar.
(2000)
An evolvable hardware FPGA for adaptive hardware.
Evolutionary Computation, 2000. Proceedings of the 2000 Congress on.
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(2000)
Evolving an adaptive digital filter.
Evolvable Hardware, 2000. Proceedings. The Second NASA/DoD Workshop on.
Other
1999
-
Haddow, Pauline;
Tufte, Gunnar.
(1999)
Evolving A Robot Controller in Hardware.
Norsk Informatikkonferanse NIK'99.
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(1999)
Prototyping a GA Pipeline for Complete Hardware Evolution.
Evolvable Hardware, 1999. Proceedings of the First NASA/DoD Workshop on.
Other
Journal publications
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB).
volum 106 (6).
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control.
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embedding.
MIC Journal: Modeling, Identification and Control.
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control.
volum 43 (1).
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control.
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control.
volum 42 (4).
Academic article
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference.
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org.
Academic article
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference.
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics.
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS).
volum 11493 LNCS.
Academic article
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing.
volum 13 (1).
Academic article
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems.
volum 10 (3).
Academic article
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life.
volum 22 (1).
Academic article
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements.
volum 9 (1, 2).
Academic article
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini.
Article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications.
volum 20 (8).
Academic article
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS).
volum 8553 LNCS.
Academic article
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence.
volum 7 (1).
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS).
volum 8672.
Academic article
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing.
volum 237.
Academic article
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing.
volum 8 (4).
Academic article
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline;
MacLennan, Bruce;
Michel, Olivier;
Miller, Julian F.;
Nikolic, Igor;
Spicher, Antoine;
Tufte, Gunnar;
Vico, Francisco J.;
Yamamoto, Lidia.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS).
volum 7445.
Abstract
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation.
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS).
volum 5777.
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks.
volum 2 (2-3).
Academic article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen.
volum 8 (2).
Short communication
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS).
Academic article
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS).
volum 5216.
Academic article
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS).
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS).
volum 4684/2007.
Academic article
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no.
Popular scientific article
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing.
volum 4 (4).
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS).
volum 3038.
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS).
Academic article
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS).
Academic article
Part of book/report
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
ALIFE 2021: Proceedings of the Artificial Life Conference 2021.
Academic chapter/article/Conference paper
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Applications of Evolutionary Computation.
Academic chapter/article/Conference paper
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Nichele, Stefano;
Tufte, Gunnar.
(2019)
A general representation of dynamical systems for reservoir computing.
Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics.
Academic chapter/article/Conference paper
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
The 2018 Conference on Artificial Life.
Academic chapter/article/Conference paper
-
Aaser, Peter;
Knudsen, Martinius;
Huse Ramstad, Ola;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar;
Bauer, Ulrich Stefan;
Halaas, Øyvind;
Hendseth, Sverre;
Sandvig, Axel;
Valderhaug, Vibeke Devold.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
Proceedings of the European Conference on Artificial Life 2017.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings.
Academic chapter/article/Conference paper
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
2016 IEEE Congress on Evolutionary Computation, IEEE World Congrees on Computational Intelligence 2016.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
Proc. of 2016 IEEE Symposium Series on Computational Intelligence (SSCI).
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS).
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
Proceedings of the Artificial Life Conference 2016.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Parallel Problem Solving from Nature – PPSN XIV, 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
FUTURE COMPUTING 2015, The Seventh International Conference on Future Computational Technologies and Applications.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
Proceedings of the European Conference on Artificial Life 2015.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
FUTURE COMPUTING 2015, The Seventh International Conference on Future Computational Technologies and Applications.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
Proceedings of 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
Proceedings of the European Conference on Artificial Life 2015.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Bio-Inspired Models of Network, Information, and Computing Systems, 7th International ICST Conference, BIONETICS 2012, Lugano, Switzerland, December 10--11, 2012.
Academic chapter/article/Conference paper
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
2014 IEEE International Conference on Evolvable Systems Proceedings.
Academic chapter/article/Conference paper
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
14th UK Workshop on Computational Intelligence (UKCI).
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
2014 IEEE International Conference on Evolvable Systems Proceedings.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Applications of Evolutionary Computation. 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
Advances in Artificial Life, ECAL 2013.Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Innovations in Bio-inspired Computing and Applications. Proceedings of the 4th International Conference on Innovations in Bio-inspired Computing and Applications, IBICA 2013, August 22-24, 2013 - Ostrava, Czech Republic.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
13th IEEE international symposium on computational intelligence and informatics, 20.- 22. november 2012.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
11th International Conference Unconventional Computation and Natural Computation, UCNC 2012.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
Evolutionary Computation (CEC), 2011 IEEE Congress.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
ICAART 2010, 2nd International Conference on Agents and Artificial Intelligence, Proceedings.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
Computation World 2010.
Academic chapter/article/Conference paper
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Norsk Informatikk Konferanse 2009.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Proceeding of the Internationl Joint Conference on Computational Inteligence.
Academic chapter/article/Conference paper
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
2009 NASA/ESA Conference on Adaptive Hardware and Systems, Proceedings.
Academic chapter/article/Conference paper
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
IEEE Congress on Evolutionary Computation.
Academic chapter/article/Conference paper
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
(re)Actor3 the third international conference on digital live art.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Genetic and Evolutionary Computation Conference (GECCO-2008).
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
IEEE Congress in Evolutionary Computation.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Identification of Functionality during Development on a Virtual Sblock FPGA.
Proceedings of IEEE Congress in Evolutionary Computation, CEC 2007.
Other
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
Proceedings First NASA/ESA Conference on Adaptive Hardware and Systems AHS 2006.
Academic chapter/article/Conference paper
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
Genetic and Evolutionary Computation COnference 2006 GECCO 2006.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
2006 IEEE Word Conferance on Computational Intelligence.
Academic chapter/article/Conference paper
-
Haddow, Pauline;
Tufte, Gunnar;
van Remortel, Piet.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
On Growth, Form and Computers.
Academic chapter/article/Conference paper
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Aschehoug og Gyldendals Store norske årbok 2002.
Lexical introduction
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
Evolvable Hardware, 2001. Proceedings. The Third NASA/DoD Workshop on.
Academic chapter/article/Conference paper
-
Haddow, Pauline;
Tufte, Gunnar.
(2000)
An evolvable hardware FPGA for adaptive hardware.
Evolutionary Computation, 2000. Proceedings of the 2000 Congress on.
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(2000)
Evolving an adaptive digital filter.
Evolvable Hardware, 2000. Proceedings. The Second NASA/DoD Workshop on.
Other
-
Haddow, Pauline;
Tufte, Gunnar.
(1999)
Evolving A Robot Controller in Hardware.
Norsk Informatikkonferanse NIK'99.
Other
-
Tufte, Gunnar;
Haddow, Pauline.
(1999)
Prototyping a GA Pipeline for Complete Hardware Evolution.
Evolvable Hardware, 1999. Proceedings of the First NASA/DoD Workshop on.
Other
Report
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
2004. ISBN 82-471-6460-4.
Doctoral dissertation
Teaching
Courses
Media
2023
-
Academic lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus; Folven, Erik; Tufte, Gunnar. (2023) flatspin: A Large-Scale Artificial Spin Ice Simulator. IEEE Advances in Magnetics 2023 . IEEE; Moena. 2023-01-15 - 2023-01-18.
2022
-
Academic lectureTufte, Gunnar. (2022) Future scenarios and AI: Material computation Unconventional computation Bio-inspired AI. Artificial Intelligence and Design Thinking . NTNU Seksjon for etter- og videreutdanning; Trondheim. 2022-09-30 - 2022-09-30.
-
Academic lectureTufte, Gunnar. (2022) On Unconventional Computing: Artificial Spin Ice (ASI). Unconventional Computing - Erice . "Ettore Majorana" Fundation and centere for scientific cult; Erice Sicily. 2022-10-20 - 2022-10-26.
2021
-
Academic lectureHeiney, Kristine; Tufte, Gunnar; Nichele, Stefano. (2021) On Artificial Life and Emergent Computation in Physical Substrates. International Conference on High Performance Computing & Simulation ; 2021-03-22 - 2021-03-26.
-
Programme participationNTNU, NTNU; Tufte, Gunnar; Ramampiaro, Heri. (2021) Hvor smart er kunstig intelligens?. https://shows.acast.com/de-store-sporsmalene/episodes/hvor-s [Internett]. 2021-01-19.
-
Academic lecturePenty, Arthur George; Tufte, Gunnar. (2021) Sculpting the Spin Ice for Computation. The International Conference on Unconventional Computation and Natural Computation (UCNC) ; Helsinki. 2021-10-18 - 2021-10-22.
-
Academic lectureTufte, Gunnar. (2021) Future scenarios and AI. Artificial Intelligence and Design Thinking . NTNU Seksjon for etter- og videreutdanning; Trondheim. 2021-10-01 - 2021-10-01.
-
Academic lectureTufte, Gunnar. (2021) Material Computation: Matter, Models and Metrics. Norwegian Artificial Intelligence Research Consortium . NAIL-NORA; 2021-04-23 - 2021-07-23.
2020
-
Academic lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2020) Introducing flatspin. Enabling Large Scale Dynamical Artificial Spin Ice Simulations. Magnetism and Magnetic Materials 2020 ; 2020-11-02 - 2020-11-06.
-
Academic lecturePontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation . Pedro Castillo; Seville. 2020-04-15 - 2020-04-17.
-
Popular scientific lectureTufte, Gunnar. (2020) Computing and materials for thought processes. BRAIN Talks . BRAIN; Trondheim. 2020-02-19 - 2020-02-19.
-
Academic lectureVie, Knut Jørgen; Thorstensen, Erik; Gjefsen, Mads Dahl; Nichele, Stefano; Tufte, Gunnar. (2020) Ethical Tissues. The 32nd annual workshop of the Swedish Artificial Intelligence Society . Chalmers AI Research Centre; Zoom. 2020-06-16 - 2020-06-17.
2019
-
PosterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. The 7th National PhD Conference in Neuroscience . The Norwegian Research School in Neuroscience (NRSN); Bekkjarvik, Bergen. 2019-09-25 - 2019-09-27.
-
PosterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. 3rd Nordic Neuroscience Meeting ; Helsinki. 2019-06-12 - 2019-06-14.
-
Programme participationCreed, Ida; Tufte, Gunnar. (2019) Kople samen meneskehjerner og maskiner. NRK P2 [Radio]. 2019-07-17.
-
Academic lectureHeiney, Kristine; Valderhaug, Vibeke Devold; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. IEEE ICDL-EpiRob 2019 - Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities . Stefano Nichele & Jianhua Zhang; Oslo. 2019-08-19 - 2019-08-19.
-
PosterHeiney, Kristine; Valderhaug, Vibeke Devold; Sandvig, Ioanna; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluating the criticality of neuronal networks toward the identification of pathological conditions. 3rd Nordic Neuroscience Meeting ; Helsinki. 2019-06-12 - 2019-06-14.
-
Academic lectureLykkebø, Odd Rune Strømmen; Jensen, Johannes Høydahl; Penty, Arthur George; Strømberg, Anders; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2019) Emergent computation on a magnetic lattice. First International Workshop on Theoretical and Experimental Material Computing (TEMC 2019) . Susan Stepney; Tokyo. 2019-06-03 - 2019-06-03.
-
InterviewMeland, Stein Inge; Tufte, Gunnar. (2019) Bygg datamaskiner slik hjernen fungerer. Gemini [Internett]. 2019-06-18.
-
Academic lecturePontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano. (2019) A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019) . UiO; Oslo. 2019-08-19 - 2019-08-22.
-
PosterSchiro, Lars Erik; Bauer, Ulrich Stefan; Tufte, Gunnar; Sandvig, Axel; Sandvig, Ioanna. (2019) Alterations in functional spinal cord circuitry in response to injury. 3rd Nordic Neuroscience Meeting ; Helsinki. 2019-06-12 - 2019-06-14.
-
Academic lectureStrømberg, Anders; Digernes, Einar; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Co-existing Ferromagnetic-Antiferromagnetic Order in a Magnetic Metamaterial. Norwegian NanoSymposium 2019 . NTNU Nano; Trondheim. 2019-10-16 - 2019-10-17.
-
Academic lectureStrømberg, Anders; Digernes, Einar; Slöetjes, Samuel Dingeman; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Magnetic Force Microscopy of Intermediate Angle Pinwheel Artificial Spin Ice. Joint European Magnetic Symposia 2019 . The European Magnetism Association; Uppsala. 2019-08-26 - 2019-08-30.
-
Academic lectureStrømberg, Anders; Jensen, Johannes Høydahl; Tufte, Gunnar; Folven, Erik. (2019) Long-Range Order in Tightly Packed Pinwheel Artificial Spin Ice. NanoNetwork 2019 . Norwegian NanoNetwork; Tromsø. 2019-06-17 - 2019-06-19.
-
PosterStrømberg, Anders; Penty, Arthur George; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2019) Unconventional Computing with Artificial Spin Ice. Frontiers in Artificial Spin Ice . Paul Scherrer Institut; Bad Zurzach. 2019-02-06 - 2019-02-08.
-
LectureTufte, Gunnar. (2019) Maverick machines: From Matter to Inteligence. Catch IDI! . NTNU/Online; Trondheim. 2019-01-25 - 2019-01-25.
-
Academic lectureTufte, Gunnar. (2019) Neurons and nano systems: the next computer?. The Big Challenge Science festival . NTNU; Trondheim. 2019-06-16 - 2019-06-19.
-
LectureTufte, Gunnar. (2019) SOCRATES AI-grunnforskning. Norwegian Open AI Lab. Presentasjon/diskusjon med Kommunal- og moderniseringsdepartementet (Digitaliseringsminister) . NTNU og Norwegian Open AI Lab; Trondheim. 2019-02-05 - 2019-02-05.
2018
-
PosterHuse Ramstad, Ola; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron network dynamics. FENS 2018 ; Berlin. 2018-07-07 - 2018-07-11.
-
PosterHuse Ramstad, Ola; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron networks. Norwegian School of Neuroscience PhD conference . NRSN; Inderøy. 2018-09-19 - 2018-09-21.
-
Programme participationNRK, P2; Tufte, Gunnar; Åm, Heidrun; hareide, dag; Grinde, Bjørn. (2018) Vestfrontmøtet: Vil du oppgradere til kroppen 2.0?. NRK radio [Radio]. 2018-08-02.
-
InterviewPål, Buset; Tufte, Gunnar; Downing, Keith; Bringsværd, Tor Åge; Andersen, Håkon With. (2018) Våre barn Maskinene. Vårt Land [Avis]. 2018-01-26.
-
Academic lectureStrømberg, Anders; Jensen, Johannes Høydahl; Digernes, Einar; Tufte, Gunnar; Folven, Erik. (2018) Unconventional Computing with Artificial Spin Ice. NTNU Nano Symposium 2018 . NTNU Nano; NTNU Akrinn. 2018-11-28 - 2018-11-29.
-
Academic lectureTufte, Gunnar. (2018) From self-organising matter to thinking machines. Presentasjon for UiB . Universitetet i Bergen; Bergen. 2018-06-20 - 2018-06-20.
-
Academic lectureTufte, Gunnar. (2018) Maverick Machines: from Self-organising Materials to Intelligence. Autonomy Day 2018 – 2nd Workshop on Autonomous and Adaptive Systems . AUTONOMIA and Oslo Metropolitan University; Oslo. 2018-05-03 - 2018-05-03.
2017
-
PosterBauer, Ulrich Stefan; Huse Ramstad, Ola; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an Engineered Neural Network Model for the Study of ALS. Nordic Neuroscience 2017 . Joint Nordic Neuroscience Societies; Stockholm. 2017-06-07 - 2017-06-09.
-
PosterBauer, Ulrich Stefan; van de Wijdeven, Rosanne; Huse Ramstad, Ola; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an engineered neural network model to use in the study of Amyotrophic Lateral Sclerosis (ALS). 5th NRSN PhD Conference . NRSN; 2017-09-20 - 2017-09-22.
-
InterviewJoakimsen, Trygve Strand; Lystad, Malin Sveinsdotter; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Lager krysning mellom menneske og maskin. NRK Trøndelag online [Internett]. 2017-03-07.
-
Academic lectureKnudsen, Martinius; Aaser, Peter; Huse Ramstad, Ola; Tufte, Gunnar; Valderhaug, Vibeke Devold. (2017) NTNU Cyborg på UKA Technology Conference. UKA Technology Conference . UKA; Dødens Dal, Trondheim. 2017-10-16.
-
InterviewMeland, Svein Inge; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) NTNU skal lage en ekte Kyborg. Adresseavisen online [Internett]. 2017-03-08.
-
LectureNichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: An Evolved Cellular Automata Morphogenetic System Based On Compositional Pattern-Producing Network Developmental Mappings. 7th Morphogenetic Engineering Workshop (MEW) at ECAL 2017 . Rene Doursat, European Conference on Artificial Life 2017; Lyon. 2017-09-04 - 2017-09-04.
-
PosterRamstad, Ola Huse; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar; Sandvig, Axel. (2017) Modelling dynamics of motoneuron networks and spinal cord injury in vitro. Nordic Neuroscience 2017 . Joint Nordic Neuroscience Societies; Stockholm. 2017-06-07 - 2017-06-09.
-
LectureSandvig, Ioanna; Tufte, Gunnar. (2017) Robotics - The NTNU Cyborg fusing neuroscience and automation. Statoil's CIUS day . CIUS; NTNU, Trondheim. 2017-08-28 - 2017-08-28.
-
InterviewWetlesen, Karin Johanne; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Stavdahl, Øyvind. (2017) Roboter med menneskelige hjerneceller er ikke lenger bare fantasi fra sience fiction. NRK radio [Radio]. 2017-03-14.
-
InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Forskere ved NTNU utvikler en robot som skal styres av levende hjerneceller. Teknisk Ukeblad online [Internett]. 2017-03-07.
-
InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) I, Cyborg. Gemini online [Internett]. 2017-04-04.
-
InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Jeg, Kyborg. Gemini online [Internett]. 2017-03-07.
-
InterviewWolden, Grete; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Denne roboten blir styrt av levende hjerneceller. forskning.no online [Internett]. 2017-03-07.
2016
-
PosterJordal, Iver; Tufte, Gunnar; Brandtsegg, Øyvind. (2016) EVOLVING NEURAL NETWORKS FOR CROSS-ADAPTIVE AUDIO EFFECTS. AES Workshop on Intelligent Music Production, London, UK, 13 September 2016 . Queen Mary University of London; London. 2016-09-13 - 2016-09-13.
-
PosterLaketic, Dragana; Tufte, Gunnar. (2016) Hierarchical Dynamics Exhibited by Evolution-In-Materio Systems. Unconventional Computation and Natural Computation, UCNC 2016 . Martyn Amos, Manchester Metropolitan University; Manchester. 2016-07-11 - 2016-07-15.
-
Programme participationTarjem, Guro; Stavdahl, Øyvind; Knudsen, Martinius; Nichele, Stefano; Tufte, Gunnar; Ramstad, Ola Huse; Sandvig, Ioanna. (2016) Norsk robot får hjerneceller fra mennesker. NRK P2 - Ekko [Radio]. 2016-10-18.
2015
-
PosterLaketic, Dragana; Tufte, Gunnar. (2015) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS) . Jun Suzuki, University of Massachusetts, Boston, USA; New York. 2015-12-03 - 2015-12-05.
2014
-
LectureLykkebø, Odd Rune Strømmen; Tufte, Gunnar; Miller, Julian; Harding, Simon. (2014) Evolution in materials. ALIFE2014 ; 2014-07-30 - 2014-08-02.
2009
-
Academic lectureTufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach. Norwegian Artificial Intelligence Symposium . NAIS; 2009-11-23 - 2009-11-23.
-
Academic lectureTufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology. Internationl Joint Conference on Computational Inteligence. . INSTICC; Madeira. 2009-10-05 - 2009-10-07.
-
Academic lectureTufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems. IEEE Congress on Evolutionary Computation (IEEE CEC 2009) . IEEE; Trondheim. 2009-05-18 - 2009-05-21.
2008
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (2008) Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems. International conference from biology to hardware: evolvable systems (ICES 2008) . Bruno University, Tsjekkia; Prague. 2008-09-21 - 2008-09-24.
-
Academic lectureJaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall. The 3rd International Conference on Digital Live Art -- (re)Actor3 . University of Liverpool; Liverpool. 2008-09-02 - 2008-09-03.
-
Academic lectureTufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. The 8th International Conference on Evolvable Systems: From Biology to Hardware ; Prague, Czech Republic. 2008-09-21 - 2008-09-24.
-
Academic lectureTufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information. Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems ; Winchester. 2008-08-05 - 2008-08-08.
-
Academic lectureTufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development. GECCO 2008 ; Atlanta. 2008-07-12 - 2008-08-16.
-
PosterTufte, Gunnar. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. EvoStar 2008 ; Napoli. 2008-03-26 - 2008-03-28.
-
Academic lectureTufte, Gunnar. (2008) Virtual reality based prototyping of emergent behaviour in robots. Industrial Gaming 08 . StatoilHydro; StatoilHydro Research Centre Rotvoll, Trondheim. 2008-10-22 - 2008-10-23.
2007
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (2007) Achieving a Simple Development Model for 3D Shapes: Are Chemicals Necessary?. GECCO 2007 . ACM; London. 2007-07-07 - 2007-07-11.
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (2007) Extending Artificial Development: Exploiting Environmental Information for the Achievement of Phenotypic Plasticity. foredrag ; 2007-09-21 - 2007-09-23.
2006
-
Academic lectureTufte, Gunnar. (2006) Cellular Development: A Search for Functionality. CEC 2006 ; Vancover. 2006-07-16 - 2006-07-21.
-
Academic lectureTufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System. AHS 2006 ; Istanbul. 2006-06-15 - 2006-06-18.
2005
-
Programme managementTufte, Gunnar. (2005) Mikroprosessorar ? ein del av kvardagen. NRK1 [TV]. 2005-01-30.
2003
-
PosterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; van Remortel, Piet; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2003 NASA / DoD Conference on Evolvable Hardware . [Mangler data]; The Westin Michigan Avenue, Chicago, Illinois, USA. 2003-07-11.
-
PosterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; Van remortel, Piet; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware . NASA, Department of defence (DoD), USA; Chicago. 2003-07-09 - 2003-07-11.
-
Academic lectureTufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Evolvable Systems: From Biology to Hardware, 5th International Conference, ICES2003 . [Mangler data]; Trondheim, Norge. 2003-03-17 - 2003-03-20.
-
Academic lectureTufte, Gunnar; Haddow, Pauline. (2003) Identification of Functionality during Development on a Virtual Sblock FPGA. 2003 Congress on Evolutionary Computation, CEC 2003 . [Mangler data]; canberra, Australia. 2003-12-12.
2002
-
PosterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; van Remortel, Piet; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2002 NASA / DoD Conference on Evolvable Hardware . [Mangler data]; Alexandria, Virginia, USA. 2002-07-15.
-
PosterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; Van remortel, Piet; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware . NASA, DoD ( Department of defence), USA; Alexandria, Virginia. 2002-07-15 - 2002-07-18.
2001
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs. The Third NASA/DoD Workshop on Evolvable Hardware . [Mangler data]; Long Beach, California, USA. 2001-07-12 - 2001-07-14.
-
Academic lectureHaddow, Pauline; Tufte, Gunnar; van Remortel, Piet. (2001) Shrinking the Genotype: L-systems for EHW ?. The 4th International Conference on Evolvable Systems: From Biology to Hardware, ICES2001 . [Mangler data]; Tokyo, Japan. 2001-10-03 - 2001-10-05.
2000
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (2000) An evolvable hardware FPGA for adaptive hardware. The 2000 Congress on Evolutionary Computation . [Mangler data]; San Diego California, 16 - 19 July 2000. 2000-07-16 - 2000-07-19.
-
Academic lectureTufte, Gunnar; Haddow, Pauline. (2000) Evolving an adaptive digital filter. The Second NASA/DoD Workshop on Evolvable Hardware . [Mangler data]; Palo Alto, California, USA July 13 - 15, 2000. 2000-07-13 - 2000-07-15.
1999
-
Academic lectureHaddow, Pauline; Tufte, Gunnar. (1999) Evolving A Robot Controller in Hardware. Norsk Informatikk Konferanse, NIK'99 . [Mangler data]; Trondheim, Norway, 16-17 Nov, 1999.
-
Academic lectureTufte, Gunnar; Haddow, Pauline. (1999) Prototyping a GA Pipeline for Complete Hardware Evolution. The first NASA/DoD Workshop on Evolvable Hardware . [Mangler data]; Pasedena, California, July 19-21, 1999. 1999-07-19 - 1999-07-21.