Martin A. Trefzer

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Multiobjective Genetic Algorithm

Reservoir Computing

Convolutional Neural Networks

Top Venues

IET Comput. Digit. Tech.

Publications

Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges. CoRR (2024)
Chester Wringe, Susan Stepney, Martin A. Trefzer
Modelling and Evaluating Restricted ESNs. UCNC (2023)
Linan Cao, Simon J. Bale, Martin A. Trefzer
Multi-objective digital circuit block optimisation based on cell mapping in an industrial electronic design automation flow. IET Comput. Digit. Tech. 17 (3-4) (2023)
Alexander C. McDonnell, Martin A. Trefzer
The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs. IJCNN (2023)
Tian Gan, Susan Stepney, Martin A. Trefzer
Combining Multiple Inputs to a Delay-line Reservoir Computer: Control of a Forced Van der Pol Oscillator System. IJCNN (2023)
Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. IJCNN (2022)
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
A perspective on physical reservoir computing with nanomagnetic devices. CoRR (2022)
Tian Gan, Susan Stepney, Martin A. Trefzer
Tradeoffs with physical delay feedback reservoir computing. SSCI (2021)
Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
Reservoir computing quality: connectivity and topology. Nat. Comput. 20 (2) (2021)
Linan Cao, Simon J. Bale, Martin A. Trefzer
Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells. CoRR (2021)
Linan Cao, Simon J. Bale, Martin A. Trefzer
Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow. CoRR (2021)
Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management. DATE (2021)
Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. CoRR (2021)
Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics. UCNC (2021)
Linan Cao, Simon J. Bale, Martin A. Trefzer
Multi-Objective Digital Design Optimization via Improved Drive Granularity Standard Cells. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms. SSCI (2021)
Matthew R. P. Rowlings, Andy M. Tyrrell, Martin A. Trefzer
Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management. DATE (2020)
Matthew Dale, Jack Dewhirst, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
The Role of Structure and Complexity on Reservoir Computing Quality. UCNC (2019)
Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
Approximate Multiply-Accumulate Array for Convolutional Neural Networks on FPGA. ReCoSoC (2019)
Yuan Wang, Martin A. Trefzer, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell
Multi-objective optimisation algorithm for routability and timing driven circuit clustering on FPGAs. IET Comput. Digit. Tech. 13 (4) (2019)
Linan Cao, Simon J. Bale, Martin A. Trefzer
Instrumenting Parametric Physical Layout for Multi-objective Optimisation. SSCI (2018)
Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR (2018)
Ali Abuassal, Gianluca Tempesti, Martin A. Trefzer
Artificial bee colony-inspired run-time task management for many-core systems. SSCI (2018)
Martin A. Trefzer, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell
Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device. IEEE Trans. Computers 66 (6) (2017)
Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell
Variability mapping at runtime using the PAnDA multi-reconfigurable architecture. ASP-DAC (2017)
Simon J. Bale, Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Andy M. Tyrrell
An evolutionary approach to runtime variability mapping and mitigation on a multi-reconfigurable architecture. DATE (2017)
Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer
Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. EuroGP (2016)
Alexander P. Turner, Michael A. Lones, Martin A. Trefzer, Stephen L. Smith, Stuart Jamieson, Jane E. Alty, Jeremy Cosgrove, Andy M. Tyrrell
Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease. Biosyst. 146 (2016)
Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
Evolving Carbon Nanotube Reservoir Computers. UCNC (2016)
Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
Social-insect-inspired adaptive task allocation for many-core systems. CEC (2016)
Richard Redpath, Jon Timmis, Martin A. Trefzer
Introducing a 3D Physics Simulation Plugin for the ARGoS Robot Simulator. TAROS (2016)
Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
Hardware implementation of Social-Insect-Inspired Adaptive many-core task allocation. SSCI (2016)
Katherine E. Dunn, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell
Assessing the potential of surface-immobilized molecular logic machines for integration with solid state technology. Biosyst. 146 (2016)
Alexander P. Turner, Martin A. Trefzer, Michael A. Lones, Andy M. Tyrrell
Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network. IPCAT (2015)
Yuan Wang, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell
Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs. CEC (2015)
Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andrew M. Tyrrell
Fighting stochastic variability in a D-type flip-flop with transistor-level reconfiguration. IET Comput. Digit. Tech. 9 (4) (2015)
Alexander P. Turner, Martin A. Trefzer, Andy M. Tyrrell
Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. SSCI (2015)
Katherine E. Dunn, Tamara L. Morgan, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell
Surface-Immobilised DNA Molecular Machines for Information Processing. IPCAT (2015)
Sani R. Nassif, Martin A. Trefzer
Editorial. IET Comput. Digit. Tech. 9 (4) (2015)
Yang Xiao, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell
Two step evolution strategy for device motif BSIM model parameter extraction. IEEE Congress on Evolutionary Computation (2014)
Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell
Optimising ring oscillator frequency on a novel FPGA device via partial reconfiguration. ICES (2014)
David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
A hierarchical fault tolerant system on the PAnDA device with low disruption. AHS (2014)
Yuan Wang, Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell
Multiobjective genetic algorithm for routability-driven circuit clustering on FPGAs. ICES (2014)
Martin A. Trefzer, Andy M. Tyrrell
Improved fault-tolerance through dynamic modular redundancy (DMR) on the RISA FPGA platform. AHS (2014)
David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
Evolving hierarchical low disruption fault tolerance strategies for a novel programmable device. ICES (2014)
Yang Xiao, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell
Circuit design optimisation using a modified genetic algorithm and device layout motifs. ICES (2014)