Per Gunnar Kjeldsberg

About

Short biography

Per Gunnar Kjeldsberg was born in Trondheim, Norway in 1966. He received his Sivilingeniør degree (MSc) in electrical engineering in 1992 from the Norwegian Institute of Technology (NTH). In 2001 he received the degree of Doktor ingeniør (PhD) from the same institution (now Norwegian University of Science and Technology, NTNU). Between 1992 and 1996 he worked as a design engineer at the company Eidsvoll Electronics AS. Kjeldsberg is now Professor at Department of Electronic Systems, NTNU. His research interests are embedded heterogeneous multi-processor systems, with a focus on multi-media and digital signal processing applications. He has participated in several national and international research projects, among them several EU Horizon 2020 projects, being work package leader in the FET-HPC project READEX and principal researcher in the LEIT project Tulipp. Currently he is supervisor in the MSCA-IF project Palmera. Kjeldsberg is Senior Member of IEEE and member of HiPEAC, a European Network of Excellence on High Performance and Embedded Architecture and Compilation. At NTNU Kjeldsberg is group leader of the Circuit and Radio Systems group and project leader for a strategic research initiative on Energy Efficient Computing Systems. Throughout his career, Kjeldsberg has cooperated closely with imec, in Leuven, Belgium, where he has been visiting researcher for nine months in all. He has also been visiting researcher at University of California, Irvine, Center for Embedded Computer Systems, at imec Netherlands at the Holst Centre in Eindhoven, and at School of Computer Science and Engineering, University of New South Wales, Sydney, Australia. Kjeldsberg has published extensively at conferences and in journals, and has been coauthor of three books in his fields of interest. At NTNU he teaches both undergraduate and graduate courses, and supervises a number of students at master and PhD level. Kjeldsberg is and has been a member of the board of directors both at the Faculty and in private companies. He is frequently used as reviewer for several international journals and conferences.

Research Interests

My research intersts include energy efficient embedded systems and heterogeneous multi-processor systems, with a focus on Internet of Things (IoT), multi-media and digital signal processing applications.

I am or have recently been involved in the following major projects and groups:

Low Power and Fault Tolerant Cache Memory Design through a Combination of Hardware and Software Approaches (Palmera), a European Union Horizon 2020 Marie Sklodowska-Curie Individual Fellowships project (grant agreement No 799481).

Runtime Exploitation of Application Dynamism for Energy-efficient eXascale computing (READEX ), a European Union Horizon 2020 research and innovation project (grant agreement No 671657).

Towards Ubiquitous Low-power Image Processing Platforms (Tulipp), a European Union Horizon 2020 innovation project (grant agreement No 688403).

HiPEAC, European Network of Excellence on High Performance and Embedded Architecture and Compilation (grant agreement number 779656).

Energy Efficient Computing Systems (EECS), an inter-department Strategic Research Arena at NTNU.

Special-interest group on ''Scenario Driven Design for Embedded Systems'', a cooperation between several Europen universities.

Much of my research is done in cooperation with Professor Francky Catthoor at imec and KU Leuven, Belgium.

A complete list of my publications can be found here.

Main Teaching Responsibilities

TFE4141 Design of Digital Systems 1: a master level course on modeling and analysis of digital systems.

TFE4208 Embedded Systems Design Project: a project based master level course on embedded systems design.

TFE02 HW/SW Codesign: a final year master level course in HW/SW Codesign as part of TFE4595 - Electronic Systems Design and Innovation, Specialization Course.

FE8109 - Design and Utilization of Memory Hierarchies in Multi-Media Applications: a PhD student course.

Education

Dr.ing. (PhD, Electrical Engineering), Norwegian University of Science and Technology, March 2001. Thesis: Storage Requirement Estimation and Optimization for Data Intensive Applications.

Siv.ing. (MSc, Electrical Engineering), Norwegian Institute of Technology (now Norwegian University of Science and Technology), June 1992. Diploma thesis: Hurtig simulator for logiske kretser (in English: Fast Simulator for Synchronous Circuits).

Industrial work Experience

Between 1992 and 1996 I worked as a Design Engineer at Eidsvoll Electronics AS.

Personal Information

Married, having three daugthers and a labrador. Living at Byåsen in Trondheim. Currently living with family but without dog in Maroubra, Syndey, Australia (until July 2020).

Playing flute in Strinda ungdomskorps (wind band / marching band).

Cycling and cross country skiing (just to keep myself in shape).

Enjoy amateur theater, though not very active lately.

————————————————————————————————————————

Embedded system

Publications

2026

Liedtke, Lukas; Holsen, Espen; Kjeldsberg, Per Gunnar; Kraemer, Frank Alexander; Jahre, Magnus. (2026) Exploring the Energy Storage and Voltage Control Unit Design Space in Battery-Less IoT.
Academic chapter
Liedtke, Lukas; Kjeldsberg, Per Gunnar; Kraemer, Frank Alexander; Jahre, Magnus. (2026) EStacker: Explaining Battery-Less IoT System Performance with Energy Stacks. ACM Transactions on Embedded Computing Systems
Academic article

2025

Alvarez Justo, Jon; Langer, Dennis David; Berg, Simen; Nieke, Jens; Ionescu, Radu Tudor; Kjeldsberg, Per Gunnar; Johansen, Tor Arne. (2025) Hyperspectral Image Segmentation for Optimal Satellite Operations: In-Orbit Deployment of 1D-CNN. Remote Sensing
Academic article
Fosca Gamarra, David; Kjeldsberg, Per Gunnar; Sundbeck, Henrik Valø. (2025) Deep Learning Accelerator Design for Lens Flare Attenuation using High-Level Synthesis. Journal of Signal Processing Systems
Academic article

2024

Seyedi, Azam; Kjeldsberg, Per Gunnar; Birkeland, Roger. (2024) System-Scenario Methodology to Design a Highly Reliable Radiation-Hardened Memory for Space Applications.
Academic chapter

2023

Fosca Gamarra, David; Kjeldsberg, Per Gunnar; Sundbeck, Henrik Valø. (2023) Lens Flare Attenuation Accelerator Design with Deep Learning and High-Level Synthesis.
Academic chapter

2022

Seyedi, Azam; Aunet, Snorre; Kjeldsberg, Per Gunnar. (2022) Nwise and Pwise: 10T Radiation Hardened SRAM Cells for Space Applications with High Reliability Requirements. IEEE Access
Academic article
Kjeldsberg, Per Gunnar; Jahre, Magnus; Gausaker, Philip. (2022) A Coarse-Grain Reconfigurable Accelerator for Rocket. Norges teknisk-naturvitenskapelige universitet
Master thesis

2021

Kumaraswamy, Madhura; Chowdhury, Anamika; Gocht, Andreas; Zapletal, Jan; Diethelm, Kai; Riha, Lubomir; Sawley, Marie-Christine; Gerndt, Michael; Reissmann, Nico; Vysocky, Ondrej. (2021) Saving Energy Using the READEX Methodology.
Academic chapter
Yassin, Yahya Hussain; Jahre, Magnus; Kjeldsberg, Per Gunnar; Aunet, Snorre; Catthoor, Francky. (2021) Fast and Accurate Edge Computing Energy Modeling and DVFS Implementation in GEM5 Using System Call Emulation Mode. Journal of Signal Processing Systems
Academic article

2020

Hammari, Elena; Yassin, Yahya Hussain; Filippopoulos, Iason-Ioannis; Catthoor, Francky; Kjeldsberg, Per Gunnar. (2020) System-Scenario-based Design Techniques in the Presence of Data Variables.
Non-fiction chapter
Catthoor, Francky; Basten, Twan; Zompakis, Nikolaos; Geilen, Marc; Kjeldsberg, Per Gunnar. (2020) Introduction and Organization of Book Material.
Non-fiction chapter
Catthoor, Francky; Basten, Twan; Zompakis, Nikolaos; Geilen, Marc; Kjeldsberg, Per Gunnar. (2020) System-Scenario-based Design Principles and Applications. Springer Publishing Company
Anthology
Kjeldsberg, Per Gunnar; Schöne, Robert; Gerndt, Michael; Riha, Lubomir; Kannan, Venkatesh; Diethelm, Kai; Sawley, Marie-Christine; Zapletal, Jan; Gocht, Andreas; Reissmann, Nico. (2020) Run-Time Exploitation of Application Dynamism for Energy-Efficient Exascale Computing.
Non-fiction chapter
Zombakis, Nikolaos; Yassin, Yahya Hussain; Noltsis, Michail; Soudris, Dimitrios; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2020) DVFS-Oriented Scenario Applications to Processor Architectures.
Non-fiction chapter

2019

Seyedi, Azam; Aunet, Snorre; Kjeldsberg, Per Gunnar. (2019) Nwise: an Area Efficient and Highly Reliable Radiation Hardened Memory Cell Designed for Space Applications.
Academic chapter

2018

Yassin, Yahya Hussain; Catthoor, Francky; Kloosterman, Fabian; Sun, Jyh-Jang; Couto, JoãO; Kjeldsberg, Per Gunnar; Nick, Van Helleputte. (2018) Algorithm/Architecture Co-optimisation Technique for Automatic Data Reduction of Wireless Read-Out in High-Density Electrode Arrays. ACM Transactions on Embedded Computing Systems
Academic article
Hammari, Elena; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2018) Runtime Precomputation of Data-Dependent Parameters in Embedded Systems. ACM Transactions on Embedded Computing Systems
Academic article
Kjeldsberg, Per Gunnar. (2018) READEX gjør dynamiske HPC-applikasjoner energieffektive. Elektronikk : tidsskrift for IT og telekom
Professional article
Yassin, Yahya Hussain; Catthoor, Francky; Kjeldsberg, Per Gunnar; Perkis, Andrew. (2018) Techniques for dynamic hardware management of streaming media applications using a framework for system scenarios. Microprocessors and Microsystems: Embedded Hardware Design (MICPRO)
Academic article

2017

al Hasib, Abdullah; Natvig, Lasse; Kjeldsberg, Per Gunnar; Cebrian, Juan Manuel. (2017) Energy Efficiency Effects of Vectorization in Data Reuse Transformations for Many-Core Processors—A Case Study. Journal of Low Power Electronics and Applications
Academic article
Kjeldsberg, Per Gunnar; Gocht, Andreas; Gerndt, Michael; Říha, Lubomír; Schuchart, Joseph; Mian, Umbreen Sabir. (2017) READEX: Linking Two Ends of the Computing Continuum to Improve Energy-efficiency in Dynamic Applications.
Academic chapter
Schuchart, Joseph; Gerndt, Michael; Kjeldsberg, Per Gunnar; Lysaght, Michael; Horák, David; Říha, Lubomír; Gocht, Andreas; Sourouri, Mohammed; Kumaraswamy, Madhura; Chowdhury, Anamika. (2017) The READEX formalism for automatic tuning for energy efficiency. Computing
Academic article
Sourouri, Mohammed; Raknes, Espen Birger; Reissmann, Nico; Langguth, Johannes; Hackenberg, Daniel; Schöne, Robert; Kjeldsberg, Per Gunnar. (2017) Towards Fine-Grained Dynamic Tuning of HPC Applications on Modern Multi-Core Architectures.
Academic chapter

2016

Kalb, Tobias; Kalms, Lester; Göhringer, Diana; Pons, Carlota; Marty, Fabien; Muddukrishna, Ananya; Jahre, Magnus; Kjeldsberg, Per Gunnar; Ruf, Boitumelo; Schuchert, Tobias. (2016) TULIPP: Towards Ubiquitous Low-power Image Processing Platforms.
Academic chapter
Filippopoulos, Iason-Ioannis; Sharma, Namita; Catthoor, Francky; Kjeldsberg, Per Gunnar; Panda, Preeti Ranjan. (2016) Integrated exploration methodology for data interleaving and data-to-memory mapping on SIMD architectures. ACM Transactions on Embedded Computing Systems
Academic article
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Perkis, Andrew; Catthoor, Francky. (2016) Dynamic Hardware Management of the H264/AVC Encoder Control Structure Using a Framework for System Scenarios.
Academic chapter
Kjeldsberg, Per Gunnar. (2016) Mikroelektronikkprisen 2015. Elektronikk : tidsskrift for IT og telekom
Professional article

2015

Oleynik, Yury; Gerndt, Michael; Schuchart, Joseph; Kjeldsberg, Per Gunnar; Nagel, Wolfgang. (2015) Run-time Exploitation of Application Dynamism for Energy-efficient Exascale Computing (READEX).
Academic chapter
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2015) System scenario framework evaluation on EFM32 using the H264/AVC encoder control structure.
Academic chapter
Kjeldsberg, Per Gunnar. (2015) Mikroelektronikkprisen 2014. Elektronikk : tidsskrift for IT og telekom
Professional article

2014

Filippopoulos, Iason-Ioannis; Catthoor, Francky; Kjeldsberg, Per Gunnar. (2014) Exploration of energy efficient memory organisations for dynamic multimedia applications using system scenarios. Design automation for embedded systems
Academic article
Zompakis, Nikolaos; Filippopoulos, Iason-Ioannis; Kjeldsberg, Per Gunnar; Catthoor, Francky; Soudris, Dimitrios. (2014) Systematic Exploration of Power-Aware Scenarios for IEEE 802.11ac WLAN Systems.
Academic chapter
Kjeldsberg, Per Gunnar. (2014) Mikroelektronikkprisen 2013. Elektronikk : tidsskrift for IT og telekom
Professional article
Hammari, Elena; Catthoor, Francky; Iasemidis, Leonidas; Kjeldsberg, Per Gunnar; Huisken, Jos; Tsakalis, Konstantinos. (2014) Realization of dynamical electronic systems. The European Physical Journal Conferences
Academic article
Kjeldsberg, Per Gunnar. (2014) EU-forskning og innovasjon mot nye horizonter. Elektronikk : tidsskrift for IT og telekom
Professional article

2013

al Hasib, Abdullah; Kjeldsberg, Per Gunnar; Natvig, Lasse. (2013) Performance and Power Efficiency Analysis of Data Reuse Transformation Methodology on Multicore Processor. Lecture Notes in Computer Science (LNCS)
Academic article
Kjeldsberg, Per Gunnar. (2013) Mikroelektronikkprisen 2012. Elektronikk : tidsskrift for IT og telekom
Professional article

2012

Kjeldsberg, Per Gunnar. (2012) Mikroelektronikkprisen 2011. Elektronikk : tidsskrift for IT og telekom
Professional article
Hammari, Elena; Catthoor, Francky; Kjeldsberg, Per Gunnar; Huisken, Jos; Tsakalis, Konstantinos; Iasemidis, Leonidas. (2012) Identifying Data-Dependent System Scenarios in a Dynamic Embedded System.
Academic chapter

2011

Kjeldsberg, Per Gunnar. (2011) Mikroelektronikkprisen 2010. Elektronikk : tidsskrift for IT og telekom
Professional article
Aas, Einar Johan; Kjeldsberg, Per Gunnar. (2011) Security Electronics.
Academic chapter

2010

Hammari, Elena; Catthoor, Francky; Huisken, Jos; Kjeldsberg, Per Gunnar. (2010) Application Of Medium-Grain Multiprocessor Mapping Methodology To Epileptic Seizure Predictor.
Academic chapter
Kjeldsberg, Per Gunnar. (2010) Mikroelektronikkprisen 2009. Elektronikk : tidsskrift for IT og telekom
Professional article

2009

Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Gustafsson, Oscar; Øien, Geir Egil. (2009) Analysis of switching activity in DSP signals in the presence of noise.
Academic chapter
Kjeldsberg, Per Gunnar. (2009) Mikroelektronikkprisen 2008. Elektronikk : tidsskrift for IT og telekom
Professional article
Miniskar, Narasinga Rao; Hammari, ELENA; Munaga, Satyakiran; Mamagkakis, Stylianos; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2009) Scenario Based Mapping of Dynamic Applications on MPSoC: A 3D Graphics Case Study. Lecture Notes in Computer Science (LNCS)
Academic article
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Hulzink, Jos; Romero, Iñaki; Huisken, Jos. (2009) Ultra Low Power Application Specific Instruction-Set Processor Design for a Cardiac Beat Detector Algorithm.
Academic chapter
Tahmasbi Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Lundheim, Lars; Havashki, Asghar. (2009) Power Optimization of Parallel Multipliers in Systems with Variable Word-length. Lecture Notes in Computer Science (LNCS)
Academic article
Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Gustafsson, Oscar; Øien, Geir Egil. (2009) Case Study: On Power Consumption and Switching Activity Reduction in a MAC-Based Channel Estimator. Department of Electronics and Telecommunications, Norwegian University of Science and Technology
Research report

2008

Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Øien, Geir Egil. (2008) Effects of Finite Coefficient Word Length on Channel Estimator Performance.
Academic chapter
Tahmasbi Oskuii, Saeeid; Johansson, Kenny; Gustafsson, Oscar; Kjeldsberg, Per Gunnar. (2008) Power Optimization of Weighted Bit-Product Summation Tree for Elementary Function Generator.
Academic chapter
Balasa, Florin; Kjeldsberg, Per Gunnar; Vandecappelle, Arnout; Palkovic, Martin; Hu, Qubo; Zhu, Hongwei; Catthoor, Francky. (2008) Storage Estimation and Design Space Exploration Methodologies for the Memory Management of Signal Processing Applications. Journal of Signal Processing Systems
Academic article
Kjeldsberg, Per Gunnar; Catthoor, Francky; Verdoolaege, Sven; Palkovic, Martin; Vandecappelle, Arnout; Hu, Qubo; Aas, Einar Johan. (2008) Guidance of Loop Ordering for Reduced Memory Usage in Signal Processing Applications. Journal of Signal Processing Systems
Academic article

2007

Thörnberg, Benny; Palkovic, Martin; Hu, Qubo; Olsson, L; Kjeldsberg, Per Gunnar; O'nils, Mattias; Catthoor, Francky. (2007) Bit-Width Constrained Memory Hierarchy Optimization for Real-Time Video Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Academic article
Hu, Qubo; Vandecappelle, Arnout; Kjeldsberg, Per Gunnar; Catthoor, Francky; Palkovic, Martin. (2007) Fast Memory Footprint Estimation based on Dependency Distance Vector Calculation.
Academic chapter
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Gustafsson, Oscar. (2007) Transition-activity Aware Design of Reduction-stages for Parallel Multipliers.
Academic chapter
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Aas, Einar Johan. (2007) Probabilistic Gate-level Power Estimation using a Novel Waveform Set Method.
Academic chapter
Havashki, Asghar; Kjeldsberg, Per Gunnar; Øien, Geir Egil; Lundheim, Lars; Nymoen, Jan Terje. (2007) On the Impact of Fixed Point DSP Implementation on Required Channel Estimator Complexity in Communication Receivers.
Academic chapter
Gustafsson, Oscar; Oskuii, Saeeid; Johansson, Kenny; Kjeldsberg, Per Gunnar. (2007) Switching Activity Reduction of MAC-Based FIR Filters with Correlated Input Data. Lecture Notes in Computer Science (LNCS)
Academic article
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Gustafsson, Oscar. (2007) Power Optimized Partial Product Reduction Interconnect Ordering in Parallel Multipli.
Academic chapter
Hu, Qubo; Kjeldsberg, Per Gunnar; Vandecappelle, Arnout; Palkovic, Martin; Catthoor, Francky. (2007) Incremental hierarchical memory size estimation for steering of loop transformations. ACM Transactions on Design Automation of Electronic Systems
Academic article

2006

Thörnberg, Benny; Hu, Qubo; Palkovic, Martin; O'Nils, M; Kjeldsberg, Per Gunnar. (2006) Polyhedral space generation and memory estimation from interface and memory models of real-time video systems. Journal of Systems and Software
Academic article
Hu, Qubo; Vandecappelle, Arnout; Palkovic, Martin; Kjeldsberg, Per Gunnar; Brockmeyer, Erik; Catthoor, Francky. (2006) Hierarchical Memory Size Estimation for Loop Fusion and Loop Shifting in Data-Dominated Applications.
Academic chapter
Dybdahl, Haakon; Kjeldsberg, Per Gunnar; Grannæs, Marius; Natvig, Lasse. (2006) Destructive-Read in Embedded DRAM, Impact on Power Consumption. Journal of Embedded Computing
Academic article
Kjeldsberg, Per Gunnar. (2006) Suksess for FPGA-forum. Elektronikk : tidsskrift for IT og telekom
Popular science article
Kjeldsberg, Per Gunnar. (2006) Mikroelektronikkprisen 2006. Elektronikk : tidsskrift for IT og telekom
Popular science article
Balasa, Florin; Kjeldsberg, Per Gunnar; Palkovic, Martin; Vandecappelle, Arnout; Catthoor, Francky. (2006) Loop Transformation Methodologies for Array-OrientedMemory Management.
Academic chapter

2004

Kjeldsberg, Per Gunnar; Catthoor, Francky; Aas, Einar Johan. (2004) Storage requirement estimation for optimized design of data intensive applications. ACM Transactions on Design Automation of Electronic Systems
Academic article

2003

Kjeldsberg, Per Gunnar. (2003) STOREQ: STOrage REQuirement Estimation and Optimization tool for Data Intensive Applications. ERCIM News
Academic article
Kjeldsberg, Per Gunnar; Catthoor, Francky; Aas, Einar Johan. (2003) Data Dependency Size Estimation for Use in Memory Optimization. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Academic article

2002

Kjeldsberg, Per Gunnar. (2002) DATE i fortsatt vekst. Elektronikk : tidsskrift for IT og telekom
Popular science article
Catthoor, Francky; Danckaert, Koen; Kulkarni, Chidamber; Brockmeyer, Erik; Kjeldsberg, Per Gunnar; Achteren, Tanja Van; Omnes, Thierry. (2002) Data Access and Storage Management for Embedded Programmable Processors. Kluwer Academic Publishers
Non-fiction monograph

2001

Panda, Preeti Ranjan; Catthoor, Francky; Dutt, Nikil D.; Danckaert, Koen; Brockmeyer, Erik; Kulkarni, Chidamber; Vandercappelle, Arnout; Kjeldsberg, Per Gunnar. (2001) Data and Memory Optimization Techniques for Embedded Systems. ACM Transactions on Design Automation of Electronic Systems
Academic article
Kjeldsberg, Per Gunnar. (2001) Storage Requirement Estimation and Optimization for Data Intensive Applications. Norges teknisk-naturvitenskapelige universitet
Doctoral thesis

1998

Kjeldsberg, Per Gunnar. (1998) En introduksjon til codesign: Hva, hvordan og hvorfor?. Elektronikk : tidsskrift for IT og telekom
Academic article

Journal publications

Liedtke, Lukas; Kjeldsberg, Per Gunnar; Kraemer, Frank Alexander; Jahre, Magnus. (2026) EStacker: Explaining Battery-Less IoT System Performance with Energy Stacks. ACM Transactions on Embedded Computing Systems
Academic article
Thörnberg, Benny; Hu, Qubo; Palkovic, Martin; O'Nils, M; Kjeldsberg, Per Gunnar. (2006) Polyhedral space generation and memory estimation from interface and memory models of real-time video systems. Journal of Systems and Software
Academic article
Thörnberg, Benny; Palkovic, Martin; Hu, Qubo; Olsson, L; Kjeldsberg, Per Gunnar; O'nils, Mattias; Catthoor, Francky. (2007) Bit-Width Constrained Memory Hierarchy Optimization for Real-Time Video Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Academic article
Filippopoulos, Iason-Ioannis; Catthoor, Francky; Kjeldsberg, Per Gunnar. (2014) Exploration of energy efficient memory organisations for dynamic multimedia applications using system scenarios. Design automation for embedded systems
Academic article
Yassin, Yahya Hussain; Catthoor, Francky; Kloosterman, Fabian; Sun, Jyh-Jang; Couto, JoãO; Kjeldsberg, Per Gunnar; Nick, Van Helleputte. (2018) Algorithm/Architecture Co-optimisation Technique for Automatic Data Reduction of Wireless Read-Out in High-Density Electrode Arrays. ACM Transactions on Embedded Computing Systems
Academic article
Kjeldsberg, Per Gunnar. (2012) Mikroelektronikkprisen 2011. Elektronikk : tidsskrift for IT og telekom
Professional article
Seyedi, Azam; Aunet, Snorre; Kjeldsberg, Per Gunnar. (2022) Nwise and Pwise: 10T Radiation Hardened SRAM Cells for Space Applications with High Reliability Requirements. IEEE Access
Academic article
Kjeldsberg, Per Gunnar; Catthoor, Francky; Aas, Einar Johan. (2004) Storage requirement estimation for optimized design of data intensive applications. ACM Transactions on Design Automation of Electronic Systems
Academic article
al Hasib, Abdullah; Natvig, Lasse; Kjeldsberg, Per Gunnar; Cebrian, Juan Manuel. (2017) Energy Efficiency Effects of Vectorization in Data Reuse Transformations for Many-Core Processors—A Case Study. Journal of Low Power Electronics and Applications
Academic article
Alvarez Justo, Jon; Langer, Dennis David; Berg, Simen; Nieke, Jens; Ionescu, Radu Tudor; Kjeldsberg, Per Gunnar; Johansen, Tor Arne. (2025) Hyperspectral Image Segmentation for Optimal Satellite Operations: In-Orbit Deployment of 1D-CNN. Remote Sensing
Academic article
Hammari, Elena; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2018) Runtime Precomputation of Data-Dependent Parameters in Embedded Systems. ACM Transactions on Embedded Computing Systems
Academic article
Dybdahl, Haakon; Kjeldsberg, Per Gunnar; Grannæs, Marius; Natvig, Lasse. (2006) Destructive-Read in Embedded DRAM, Impact on Power Consumption. Journal of Embedded Computing
Academic article
Kjeldsberg, Per Gunnar. (2009) Mikroelektronikkprisen 2008. Elektronikk : tidsskrift for IT og telekom
Professional article
Kjeldsberg, Per Gunnar. (2018) READEX gjør dynamiske HPC-applikasjoner energieffektive. Elektronikk : tidsskrift for IT og telekom
Professional article
Yassin, Yahya Hussain; Catthoor, Francky; Kjeldsberg, Per Gunnar; Perkis, Andrew. (2018) Techniques for dynamic hardware management of streaming media applications using a framework for system scenarios. Microprocessors and Microsystems: Embedded Hardware Design (MICPRO)
Academic article
Fosca Gamarra, David; Kjeldsberg, Per Gunnar; Sundbeck, Henrik Valø. (2025) Deep Learning Accelerator Design for Lens Flare Attenuation using High-Level Synthesis. Journal of Signal Processing Systems
Academic article
Kjeldsberg, Per Gunnar. (2006) Suksess for FPGA-forum. Elektronikk : tidsskrift for IT og telekom
Popular science article
Schuchart, Joseph; Gerndt, Michael; Kjeldsberg, Per Gunnar; Lysaght, Michael; Horák, David; Říha, Lubomír; Gocht, Andreas; Sourouri, Mohammed; Kumaraswamy, Madhura; Chowdhury, Anamika. (2017) The READEX formalism for automatic tuning for energy efficiency. Computing
Academic article
Kjeldsberg, Per Gunnar. (2002) DATE i fortsatt vekst. Elektronikk : tidsskrift for IT og telekom
Popular science article
Kjeldsberg, Per Gunnar. (2006) Mikroelektronikkprisen 2006. Elektronikk : tidsskrift for IT og telekom
Popular science article
Gustafsson, Oscar; Oskuii, Saeeid; Johansson, Kenny; Kjeldsberg, Per Gunnar. (2007) Switching Activity Reduction of MAC-Based FIR Filters with Correlated Input Data. Lecture Notes in Computer Science (LNCS)
Academic article
Kjeldsberg, Per Gunnar. (2003) STOREQ: STOrage REQuirement Estimation and Optimization tool for Data Intensive Applications. ERCIM News
Academic article
Miniskar, Narasinga Rao; Hammari, ELENA; Munaga, Satyakiran; Mamagkakis, Stylianos; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2009) Scenario Based Mapping of Dynamic Applications on MPSoC: A 3D Graphics Case Study. Lecture Notes in Computer Science (LNCS)
Academic article
Panda, Preeti Ranjan; Catthoor, Francky; Dutt, Nikil D.; Danckaert, Koen; Brockmeyer, Erik; Kulkarni, Chidamber; Vandercappelle, Arnout; Kjeldsberg, Per Gunnar. (2001) Data and Memory Optimization Techniques for Embedded Systems. ACM Transactions on Design Automation of Electronic Systems
Academic article
Kjeldsberg, Per Gunnar. (2011) Mikroelektronikkprisen 2010. Elektronikk : tidsskrift for IT og telekom
Professional article
Filippopoulos, Iason-Ioannis; Sharma, Namita; Catthoor, Francky; Kjeldsberg, Per Gunnar; Panda, Preeti Ranjan. (2016) Integrated exploration methodology for data interleaving and data-to-memory mapping on SIMD architectures. ACM Transactions on Embedded Computing Systems
Academic article
Yassin, Yahya Hussain; Jahre, Magnus; Kjeldsberg, Per Gunnar; Aunet, Snorre; Catthoor, Francky. (2021) Fast and Accurate Edge Computing Energy Modeling and DVFS Implementation in GEM5 Using System Call Emulation Mode. Journal of Signal Processing Systems
Academic article
Tahmasbi Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Lundheim, Lars; Havashki, Asghar. (2009) Power Optimization of Parallel Multipliers in Systems with Variable Word-length. Lecture Notes in Computer Science (LNCS)
Academic article
al Hasib, Abdullah; Kjeldsberg, Per Gunnar; Natvig, Lasse. (2013) Performance and Power Efficiency Analysis of Data Reuse Transformation Methodology on Multicore Processor. Lecture Notes in Computer Science (LNCS)
Academic article
Kjeldsberg, Per Gunnar. (2015) Mikroelektronikkprisen 2014. Elektronikk : tidsskrift for IT og telekom
Professional article
Kjeldsberg, Per Gunnar. (2013) Mikroelektronikkprisen 2012. Elektronikk : tidsskrift for IT og telekom
Professional article
Hu, Qubo; Kjeldsberg, Per Gunnar; Vandecappelle, Arnout; Palkovic, Martin; Catthoor, Francky. (2007) Incremental hierarchical memory size estimation for steering of loop transformations. ACM Transactions on Design Automation of Electronic Systems
Academic article
Kjeldsberg, Per Gunnar. (2014) Mikroelektronikkprisen 2013. Elektronikk : tidsskrift for IT og telekom
Professional article
Balasa, Florin; Kjeldsberg, Per Gunnar; Vandecappelle, Arnout; Palkovic, Martin; Hu, Qubo; Zhu, Hongwei; Catthoor, Francky. (2008) Storage Estimation and Design Space Exploration Methodologies for the Memory Management of Signal Processing Applications. Journal of Signal Processing Systems
Academic article
Kjeldsberg, Per Gunnar; Catthoor, Francky; Verdoolaege, Sven; Palkovic, Martin; Vandecappelle, Arnout; Hu, Qubo; Aas, Einar Johan. (2008) Guidance of Loop Ordering for Reduced Memory Usage in Signal Processing Applications. Journal of Signal Processing Systems
Academic article
Hammari, Elena; Catthoor, Francky; Iasemidis, Leonidas; Kjeldsberg, Per Gunnar; Huisken, Jos; Tsakalis, Konstantinos. (2014) Realization of dynamical electronic systems. The European Physical Journal Conferences
Academic article
Kjeldsberg, Per Gunnar. (2016) Mikroelektronikkprisen 2015. Elektronikk : tidsskrift for IT og telekom
Professional article
Kjeldsberg, Per Gunnar; Catthoor, Francky; Aas, Einar Johan. (2003) Data Dependency Size Estimation for Use in Memory Optimization. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Academic article
Kjeldsberg, Per Gunnar. (2014) EU-forskning og innovasjon mot nye horizonter. Elektronikk : tidsskrift for IT og telekom
Professional article
Kjeldsberg, Per Gunnar. (1998) En introduksjon til codesign: Hva, hvordan og hvorfor?. Elektronikk : tidsskrift for IT og telekom
Academic article
Kjeldsberg, Per Gunnar. (2010) Mikroelektronikkprisen 2009. Elektronikk : tidsskrift for IT og telekom
Professional article

Books

Catthoor, Francky; Basten, Twan; Zompakis, Nikolaos; Geilen, Marc; Kjeldsberg, Per Gunnar. (2020) System-Scenario-based Design Principles and Applications. Springer Publishing Company
Anthology
Catthoor, Francky; Danckaert, Koen; Kulkarni, Chidamber; Brockmeyer, Erik; Kjeldsberg, Per Gunnar; Achteren, Tanja Van; Omnes, Thierry. (2002) Data Access and Storage Management for Embedded Programmable Processors. Kluwer Academic Publishers
Non-fiction monograph

Part of book/report

Liedtke, Lukas; Holsen, Espen; Kjeldsberg, Per Gunnar; Kraemer, Frank Alexander; Jahre, Magnus. (2026) Exploring the Energy Storage and Voltage Control Unit Design Space in Battery-Less IoT.
Academic chapter
Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Gustafsson, Oscar; Øien, Geir Egil. (2009) Analysis of switching activity in DSP signals in the presence of noise.
Academic chapter
Hu, Qubo; Vandecappelle, Arnout; Palkovic, Martin; Kjeldsberg, Per Gunnar; Brockmeyer, Erik; Catthoor, Francky. (2006) Hierarchical Memory Size Estimation for Loop Fusion and Loop Shifting in Data-Dominated Applications.
Academic chapter
Hammari, Elena; Catthoor, Francky; Huisken, Jos; Kjeldsberg, Per Gunnar. (2010) Application Of Medium-Grain Multiprocessor Mapping Methodology To Epileptic Seizure Predictor.
Academic chapter
Hu, Qubo; Vandecappelle, Arnout; Kjeldsberg, Per Gunnar; Catthoor, Francky; Palkovic, Martin. (2007) Fast Memory Footprint Estimation based on Dependency Distance Vector Calculation.
Academic chapter
Kumaraswamy, Madhura; Chowdhury, Anamika; Gocht, Andreas; Zapletal, Jan; Diethelm, Kai; Riha, Lubomir; Sawley, Marie-Christine; Gerndt, Michael; Reissmann, Nico; Vysocky, Ondrej. (2021) Saving Energy Using the READEX Methodology.
Academic chapter
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Gustafsson, Oscar. (2007) Transition-activity Aware Design of Reduction-stages for Parallel Multipliers.
Academic chapter
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Aas, Einar Johan. (2007) Probabilistic Gate-level Power Estimation using a Novel Waveform Set Method.
Academic chapter
Kjeldsberg, Per Gunnar; Gocht, Andreas; Gerndt, Michael; Říha, Lubomír; Schuchart, Joseph; Mian, Umbreen Sabir. (2017) READEX: Linking Two Ends of the Computing Continuum to Improve Energy-efficiency in Dynamic Applications.
Academic chapter
Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Øien, Geir Egil. (2008) Effects of Finite Coefficient Word Length on Channel Estimator Performance.
Academic chapter
Seyedi, Azam; Kjeldsberg, Per Gunnar; Birkeland, Roger. (2024) System-Scenario Methodology to Design a Highly Reliable Radiation-Hardened Memory for Space Applications.
Academic chapter
Fosca Gamarra, David; Kjeldsberg, Per Gunnar; Sundbeck, Henrik Valø. (2023) Lens Flare Attenuation Accelerator Design with Deep Learning and High-Level Synthesis.
Academic chapter
Kalb, Tobias; Kalms, Lester; Göhringer, Diana; Pons, Carlota; Marty, Fabien; Muddukrishna, Ananya; Jahre, Magnus; Kjeldsberg, Per Gunnar; Ruf, Boitumelo; Schuchert, Tobias. (2016) TULIPP: Towards Ubiquitous Low-power Image Processing Platforms.
Academic chapter
Hammari, Elena; Catthoor, Francky; Kjeldsberg, Per Gunnar; Huisken, Jos; Tsakalis, Konstantinos; Iasemidis, Leonidas. (2012) Identifying Data-Dependent System Scenarios in a Dynamic Embedded System.
Academic chapter
Oleynik, Yury; Gerndt, Michael; Schuchart, Joseph; Kjeldsberg, Per Gunnar; Nagel, Wolfgang. (2015) Run-time Exploitation of Application Dynamism for Energy-efficient Exascale Computing (READEX).
Academic chapter
Havashki, Asghar; Kjeldsberg, Per Gunnar; Øien, Geir Egil; Lundheim, Lars; Nymoen, Jan Terje. (2007) On the Impact of Fixed Point DSP Implementation on Required Channel Estimator Complexity in Communication Receivers.
Academic chapter
Seyedi, Azam; Aunet, Snorre; Kjeldsberg, Per Gunnar. (2019) Nwise: an Area Efficient and Highly Reliable Radiation Hardened Memory Cell Designed for Space Applications.
Academic chapter
Hammari, Elena; Yassin, Yahya Hussain; Filippopoulos, Iason-Ioannis; Catthoor, Francky; Kjeldsberg, Per Gunnar. (2020) System-Scenario-based Design Techniques in the Presence of Data Variables.
Non-fiction chapter
Oskuii, Saeeid; Kjeldsberg, Per Gunnar; Gustafsson, Oscar. (2007) Power Optimized Partial Product Reduction Interconnect Ordering in Parallel Multipli.
Academic chapter
Zompakis, Nikolaos; Filippopoulos, Iason-Ioannis; Kjeldsberg, Per Gunnar; Catthoor, Francky; Soudris, Dimitrios. (2014) Systematic Exploration of Power-Aware Scenarios for IEEE 802.11ac WLAN Systems.
Academic chapter
Catthoor, Francky; Basten, Twan; Zompakis, Nikolaos; Geilen, Marc; Kjeldsberg, Per Gunnar. (2020) Introduction and Organization of Book Material.
Non-fiction chapter
Kjeldsberg, Per Gunnar; Schöne, Robert; Gerndt, Michael; Riha, Lubomir; Kannan, Venkatesh; Diethelm, Kai; Sawley, Marie-Christine; Zapletal, Jan; Gocht, Andreas; Reissmann, Nico. (2020) Run-Time Exploitation of Application Dynamism for Energy-Efficient Exascale Computing.
Non-fiction chapter
Zombakis, Nikolaos; Yassin, Yahya Hussain; Noltsis, Michail; Soudris, Dimitrios; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2020) DVFS-Oriented Scenario Applications to Processor Architectures.
Non-fiction chapter
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Hulzink, Jos; Romero, Iñaki; Huisken, Jos. (2009) Ultra Low Power Application Specific Instruction-Set Processor Design for a Cardiac Beat Detector Algorithm.
Academic chapter
Aas, Einar Johan; Kjeldsberg, Per Gunnar. (2011) Security Electronics.
Academic chapter
Sourouri, Mohammed; Raknes, Espen Birger; Reissmann, Nico; Langguth, Johannes; Hackenberg, Daniel; Schöne, Robert; Kjeldsberg, Per Gunnar. (2017) Towards Fine-Grained Dynamic Tuning of HPC Applications on Modern Multi-Core Architectures.
Academic chapter
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Catthoor, Francky. (2015) System scenario framework evaluation on EFM32 using the H264/AVC encoder control structure.
Academic chapter
Yassin, Yahya Hussain; Kjeldsberg, Per Gunnar; Perkis, Andrew; Catthoor, Francky. (2016) Dynamic Hardware Management of the H264/AVC Encoder Control Structure Using a Framework for System Scenarios.
Academic chapter
Tahmasbi Oskuii, Saeeid; Johansson, Kenny; Gustafsson, Oscar; Kjeldsberg, Per Gunnar. (2008) Power Optimization of Weighted Bit-Product Summation Tree for Elementary Function Generator.
Academic chapter
Balasa, Florin; Kjeldsberg, Per Gunnar; Palkovic, Martin; Vandecappelle, Arnout; Catthoor, Francky. (2006) Loop Transformation Methodologies for Array-OrientedMemory Management.
Academic chapter

Report

Havashki, Asghar; Lundheim, Lars; Kjeldsberg, Per Gunnar; Gustafsson, Oscar; Øien, Geir Egil. (2009) Case Study: On Power Consumption and Switching Activity Reduction in a MAC-Based Channel Estimator. Department of Electronics and Telecommunications, Norwegian University of Science and Technology
Research report

Student thesis or dissertation

Kjeldsberg, Per Gunnar. (2001) Storage Requirement Estimation and Optimization for Data Intensive Applications. Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
Kjeldsberg, Per Gunnar; Jahre, Magnus; Gausaker, Philip. (2022) A Coarse-Grain Reconfigurable Accelerator for Rocket. Norges teknisk-naturvitenskapelige universitet
Master thesis

Teaching

Courses

Outreach