Martin Trefzer

According to our database, Martin Trefzer authored at least 86 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reservoir Computing Benchmarks: a review, a taxonomy, some best practices.

Chester Wringe, Martin Trefzer, Susan Stepney

CoRR, 2024

Artificial Neural Microcircuits as Building Blocks: Concept and Challenges.

Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer

CoRR, 2024

Restricted Reservoirs on Heterogeneous Timescales.

Chester Wringe, Susan Stepney, Martin A. Trefzer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Design and Application of RFIC Detector: To Measure Coupled Power into IC Pin via PCB Trace.

Arunkumar H. Venkateshaiah, John F. Dawson, Martin A. Trefzer, Simon J. Bale, Andrew C. Marvin, Martin P. Robinson

Proceedings of the 14th International Workshop on the Electromagnetic Compatibility of Integrated Circuits, 2024

2023

Multi-objective digital circuit block optimisation based on cell mapping in an industrial electronic design automation flow.

Linan Cao, Simon J. Bale, Martin A. Trefzer

IET Comput. Digit. Tech., 2023

Modelling and Evaluating Restricted ESNs.

Chester Wringe, Susan Stepney, Martin A. Trefzer

Proceedings of the Unconventional Computation and Natural Computation, 2023

The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs.

Alexander C. McDonnell, Martin A. Trefzer

Proceedings of the International Joint Conference on Neural Networks, 2023

Combining Multiple Inputs to a Delay-line Reservoir Computer: Control of a Forced Van der Pol Oscillator System.

Tian Gan, Susan Stepney, Martin A. Trefzer

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

A perspective on physical reservoir computing with nanomagnetic devices.

Dan A. Allwood, Matthew O. A. Ellis, David Griffin, Thomas J. Hayward, Luca Manneschi, Mohammad F. KH Musameh, Simon O'Keefe, Susan Stepney, Charles Swindells, Martin A. Trefzer, Eleni Vasilaki, Guru Venkat, Ian T. Vidamour, Chester Wringe

CoRR, 2022

A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN.

Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Reservoir Computing in Material Substrates.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

Proceedings of the Reservoir Computing, 2021

Multi-Objective Digital Design Optimization via Improved Drive Granularity Standard Cells.

Linan Cao, Simon J. Bale, Martin A. Trefzer

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Reservoir computing quality: connectivity and topology.

Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer

Nat. Comput., 2021

Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells.

Linan Cao, Simon J. Bale, Martin A. Trefzer

CoRR, 2021

Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow.

Linan Cao, Simon J. Bale, Martin A. Trefzer

CoRR, 2021

Reservoir Computing with Thin-film Ferromagnetic Devices.

Matthew Dale, Richard F. L. Evans, Sarah Jenkins, Simon O'Keefe, Angelika Sebald, Susan Stepney, Fernando Torre, Martin Trefzer

CoRR, 2021

Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics.

Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer

Proceedings of the Unconventional Computation and Natural Computation, 2021

Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms.

Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Tradeoffs with physical delay feedback reservoir computing.

Tian Gan, Susan Stepney, Martin A. Trefzer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management.

Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Designing Computational Substrates using Open-Ended Evolution.

Matthew Dale, Susan Stepney, Martin Trefzer

Proceedings of the 2020 Conference on Artificial Life, 2020

Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management.

Matthew R. P. Rowlings, Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

Multi-objective optimisation algorithm for routability and timing driven circuit clustering on FPGAs.

Yuan Wang, Martin A. Trefzer, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell

IET Comput. Digit. Tech., 2019

Evolutionary acquisition of complex traits in artificial epigenetic networks.

Alexander P. Turner, Andrew M. Tyrrell, Martin Trefzer, Michael A. Lones

Biosyst., 2019

The Role of Structure and Complexity on Reservoir Computing Quality.

Matthew Dale, Jack Dewhirst, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer

Proceedings of the Unconventional Computation and Natural Computation, 2019

Approximate Multiply-Accumulate Array for Convolutional Neural Networks on FPGA.

Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the 14th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, 2019

2018

A Substrate-Independent Framework to Characterise Reservoir Computers.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

CoRR, 2018

Instrumenting Parametric Physical Layout for Multi-objective Optimisation.

Linan Cao, Simon J. Bale, Martin A. Trefzer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Artificial bee colony-inspired run-time task management for many-core systems.

Ali Abuassal, Gianluca Tempesti, Martin A. Trefzer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017

Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device.

Martin A. Trefzer, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell

IEEE Trans. Computers, 2017

LeAF: A low-overhead asymmetric frequency controller for NoC router interconnects.

Pedro B. Campos, Nizar Dahir, Martin Trefzer, Andy M. Tyrrell, Gianluca Tempesti

Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

Object recall using an experience database to accelerate robot action planning.

Richard Redpath, Jon Timmis, Martin Trefzer

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Reservoir computing in materio: A computational framework for in materio computing.

Matthew Dale, Susan Stepney, Julian F. Miller, Martin Trefzer

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

An evolutionary approach to runtime variability mapping and mitigation on a multi-reconfigurable architecture.

Simon J. Bale, Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Andy M. Tyrrell

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Variability mapping at runtime using the PAnDA multi-reconfigurable architecture.

Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

Memristor in a Nutshell.

Martin A. Trefzer

Proceedings of the Guide to Unconventional Computing for Music, 2017

2016

Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease.

Alexander P. Turner, Michael A. Lones, Martin A. Trefzer, Stephen L. Smith, Stuart Jamieson, Jane E. Alty, Jeremy Cosgrove, Andy M. Tyrrell

Biosyst., 2016

Assessing the potential of surface-immobilized molecular logic machines for integration with solid state technology.

Katherine E. Dunn, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell

Biosyst., 2016

Evolving Carbon Nanotube Reservoir Computers.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

Proceedings of the Unconventional Computation and Natural Computation, 2016

Introducing a 3D Physics Simulation Plugin for the ARGoS Robot Simulator.

Richard Redpath, Jon Timmis, Martin A. Trefzer

Proceedings of the Towards Autonomous Robotic Systems - 17th Annual Conference, 2016

Hardware implementation of Social-Insect-Inspired Adaptive many-core task allocation.

Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Reservoir computing in materio: An evaluation of configuration through evolution.

Matthew Dale, Susan Stepney, Julian Francis Miller, Martin Trefzer

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

XL-STaGe: A cross-layer scalable tool for graph generation, evaluation and implementation.

Pedro B. Campos, Nizar Dahir, Colin Bonney, Martin Trefzer, Andy M. Tyrrell, Gianluca Tempesti

Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016

Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems.

Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer

Proceedings of the Genetic Programming - 19th European Conference, 2016

Social-insect-inspired adaptive task allocation for many-core systems.

Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Representations and Algorithms.

Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the Evolvable Hardware - From Practice to Application, 2015

Evolution, Development and Evolvable Hardware.

Andy M. Tyrrell, Martin A. Trefzer

Proceedings of the Evolvable Hardware - From Practice to Application, 2015

Measurement and Fitness Function.

Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the Evolvable Hardware - From Practice to Application, 2015

Devices and Architectures for Evolutionary Hardware.

Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the Evolvable Hardware - From Practice to Application, 2015

A Developmental Image Compression Technique Using Gene Regulatory Networks.

Martin A. Trefzer

Proceedings of the Evolvable Hardware - From Practice to Application, 2015

Fighting stochastic variability in a D-type flip-flop with transistor-level reconfiguration.

Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andrew M. Tyrrell

IET Comput. Digit. Tech., 2015

Editorial.

Sani R. Nassif, Martin A. Trefzer

IET Comput. Digit. Tech., 2015

Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection.

Alexander P. Turner, Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Social-Insect-Inspired Networking for Autonomous Fault Tolerance.

Matthew Rowlings, Andy M. Tyrrell, Martin Trefzer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network.

Alexander P. Turner, Martin A. Trefzer, Michael A. Lones, Andy M. Tyrrell

Proceedings of the Information Processing in Cells and Tissues, 2015

Surface-Immobilised DNA Molecular Machines for Information Processing.

Katherine E. Dunn, Tamara L. Morgan, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell

Proceedings of the Information Processing in Cells and Tissues, 2015

Characterisation of feasibility regions in FPGAs under adaptive DVFS.

Nizar Dahir, Pedro B. Campos, Gianluca Tempesti, Martin Trefzer, Andrew M. Tyrrell

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs.

Yuan Wang, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Circuit design optimisation using a modified genetic algorithm and device layout motifs.

Yang Xiao, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Multiobjective genetic algorithm for routability-driven circuit clustering on FPGAs.

Yuan Wang, Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Evolving hierarchical low disruption fault tolerance strategies for a novel programmable device.

David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Optimising ring oscillator frequency on a novel FPGA device via partial reconfiguration.

Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Two step evolution strategy for device motif BSIM model parameter extraction.

Yang Xiao, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Improved fault-tolerance through dynamic modular redundancy (DMR) on the RISA FPGA platform.

Martin A. Trefzer, Andy M. Tyrrell

Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

A hierarchical fault tolerant system on the PAnDA device with low disruption.

David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

2013

On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2013

PAnDA: A Reconfigurable Architecture that Adapts to Physical Substrate Variations.

James Alfred Walker, Martin Trefzer, Simon J. Bale, Andy M. Tyrrell

IEEE Trans. Computers, 2013

Designing function configuration decoders for the PAnDA architecture using multi-objective Cartesian Genetic Programming.

James Alfred Walker, Martin Trefzer, Andy M. Tyrrell

Proceedings of the 2013 IEEE International Conference on Evolvable Systems, 2013

Exploiting the reconfigurability of the PAnDA architecture to overcome physical substrate variations.

James Alfred Walker, Martin Trefzer, Simon J. Bale, Andy M. Tyrrell

Proceedings of the 2013 IEEE International Conference on Evolvable Systems, 2013

Overcoming faults using evolution on the PAnDA architecture.

Pedro B. Campos, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Martin Trefzer, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011

An Investigation of the Importance of Mechanisms and Parameters in a Multicellular Developmental System.

Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2011

Justin Lee: Morphogenetic Evolvable Hardware - VDM, 2008, ISBN 978-3-639-05716-4.

Martin Trefzer

Genet. Program. Evolvable Mach., 2011

A programmable analogue and digital array for bio-inspired electronic design optimization at nano-scale silicon technology nodes.

Martin Trefzer, James Alfred Walker, Andy M. Tyrrell

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Image compression of natural images using artificial gene regulatory networks.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

The input pattern order problem II: Evolution of multiple-output circuits in hardware.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the 2009 IEEE Workshop on Evolvable and Adaptive Hardware, 2009

On the properties of artificial development and its use in evolvable hardware.

Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell

Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

A model for intrinsic artificial development featuring structural feedback and emergent growth.

Martin Trefzer, Tüze Kuyucu, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Task decomposition and evolvability in intrinsic evolvable hardware.

Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware.

Martin Trefzer, Tüze Kuyucu, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Fitness functions for the unconstrained evolution of digital circuits.

Tüze Kuyucu, Martin Trefzer, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2006

A Modular Framework for the Evolution of Circuits on Configurable Transistor Array Architectures.

Martin Trefzer, Jörg Langeheine, Karlheinz Meier, Johannes Schemmel

Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005

Operational Amplifiers: An Example for Multi-objective Optimization on an Analog Evolvable Hardware Platform.

Martin Trefzer, Jörg Langeheine, Karlheinz Meier, Johannes Schemmel

Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

2004

On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA.

Jörg Langeheine, Martin Trefzer, Daniel Brüderle, Karlheinz Meier, Johannes Schemmel

Proceedings of the Genetic and Evolutionary Computation, 2004

New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits.

Martin Trefzer, Jörg Langeheine, Johannes Schemmel, Karlheinz Meier

Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Intrinsic Evolution of Digital-to-Analog Converters Using a CMOS FPTA Chip.

Jörg Langeheine, Karlheinz Meier, Johannes Schemmel, Martin Trefzer

Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004