Martin A. Trefzer

60 papers A 3B 7Journal 18Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Modelling and Simulation of Neuromorphic Datasets for Anomaly Detection in Computer Vision. CoRR Mike Middleton, Teymoor Ali, Hakan Kayan, Basabdatta Sen Bhattacharya, Charith Perera, Oliver Rhodes, Elena Gheorghiu, Mark Vousden, Martin A. Trefzer
2025	—	`conf`	Enhancing MFCC Feature Extraction Through Reservoir Computing. UCNC Rinku Sebastian, Simon O'Keefe, Martin A. Trefzer
2025	J	`jnl`	Modelling and evaluating restricted ESNs on single- and multi-timescale problems. Nat. Comput. Chester Wringe, Susan Stepney, Martin A. Trefzer
2024	J	`jnl`	Artificial Neural Microcircuits as Building Blocks: Concept and Challenges. CoRR Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer
2024	—	`conf`	Design and Application of RFIC Detector: To Measure Coupled Power into IC Pin via PCB Trace. EMC Compo Arunkumar H. Venkateshaiah, John F. Dawson, Martin A. Trefzer, Simon J. Bale, Andrew C. Marvin, Martin P. Robinson
2024	—	`conf`	Restricted Reservoirs on Heterogeneous Timescales. ICANN (10) Chester Wringe, Susan Stepney, Martin A. Trefzer
2023	B	`conf`	Combining Multiple Inputs to a Delay-line Reservoir Computer: Control of a Forced Van der Pol Oscillator System. IJCNN Tian Gan, Susan Stepney, Martin A. Trefzer
2023	—	`conf`	Modelling and Evaluating Restricted ESNs. UCNC Chester Wringe, Susan Stepney, Martin A. Trefzer
2023	J	`jnl`	Multi-objective digital circuit block optimisation based on cell mapping in an industrial electronic design automation flow. IET Comput. Digit. Tech. Linan Cao, Simon J. Bale, Martin A. Trefzer
2023	B	`conf`	The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs. IJCNN Alexander C. McDonnell, Martin A. Trefzer
2022	B	`conf`	A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. IJCNN Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2022	J	`jnl`	A perspective on physical reservoir computing with nanomagnetic devices. CoRR 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
2021	—	`conf`	Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms. SSCI Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2021	—	`conf`	Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics. UCNC Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
2021	J	`jnl`	Multi-Objective Digital Design Optimization via Improved Drive Granularity Standard Cells. IEEE Trans. Circuits Syst. I Regul. Pap. Linan Cao, Simon J. Bale, Martin A. Trefzer
2021	J	`jnl`	Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells. CoRR Linan Cao, Simon J. Bale, Martin A. Trefzer
2021	J	`jnl`	Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. CoRR Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2021	J	`jnl`	Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow. CoRR Linan Cao, Simon J. Bale, Martin A. Trefzer
2021	A	`conf`	Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management. DATE Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
2021	—	`ch.`	Reservoir Computing in Material Substrates. Reservoir Computing Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2021	J	`jnl`	Reservoir computing quality: connectivity and topology. Nat. Comput. Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
2021	—	`conf`	Tradeoffs with physical delay feedback reservoir computing. SSCI Tian Gan, Susan Stepney, Martin A. Trefzer
2020	A	`conf`	Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management. DATE Matthew R. P. Rowlings, Andy M. Tyrrell, Martin A. Trefzer
2019	—	`conf`	Approximate Multiply-Accumulate Array for Convolutional Neural Networks on FPGA. ReCoSoC Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2019	J	`jnl`	Guest Editorial: Defect and Fault Tolerance in VLSI and Nanotechnology Systems. IET Comput. Digit. Tech. Antonio Miele, Martin A. Trefzer, S. Saqib Khursheed
2019	J	`jnl`	Multi-objective optimisation algorithm for routability and timing driven circuit clustering on FPGAs. IET Comput. Digit. Tech. Yuan Wang, Martin A. Trefzer, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell
2019	—	`conf`	The Role of Structure and Complexity on Reservoir Computing Quality. UCNC Matthew Dale, Jack Dewhirst, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer
2018	J	`jnl`	A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2018	—	`conf`	Artificial bee colony-inspired run-time task management for many-core systems. SSCI Ali Abuassal, Gianluca Tempesti, Martin A. Trefzer
2018	—	`conf`	Instrumenting Parametric Physical Layout for Multi-objective Optimisation. SSCI Linan Cao, Simon J. Bale, Martin A. Trefzer
2017	A	`conf`	An evolutionary approach to runtime variability mapping and mitigation on a multi-reconfigurable architecture. DATE Simon J. Bale, Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Andy M. Tyrrell
2017	J	`jnl`	Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device. IEEE Trans. Computers Martin A. Trefzer, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Andy M. Tyrrell
2017	—	`ch.`	Memristor in a Nutshell. Guide to Unconventional Computing for Music Martin A. Trefzer
2017	—	`conf`	Variability mapping at runtime using the PAnDA multi-reconfigurable architecture. ASP-DAC Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell
2016	J	`jnl`	Assessing the potential of surface-immobilized molecular logic machines for integration with solid state technology. Biosyst. Katherine E. Dunn, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell
2016	—	`conf`	Evolving Carbon Nanotube Reservoir Computers. UCNC Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2016	—	`conf`	Hardware implementation of Social-Insect-Inspired Adaptive many-core task allocation. SSCI Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
2016	—	`conf`	Introducing a 3D Physics Simulation Plugin for the ARGoS Robot Simulator. TAROS Richard Redpath, Jon Timmis, Martin A. Trefzer
2016	B	`conf`	Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. EuroGP Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer
2016	B	`conf`	Social-insect-inspired adaptive task allocation for many-core systems. CEC Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer
2016	J	`jnl`	Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease. Biosyst. Alexander P. Turner, Michael A. Lones, Martin A. Trefzer, Stephen L. Smith, Stuart Jamieson, Jane E. Alty, Jeremy Cosgrove, Andy M. Tyrrell
2015	—	`ch.`	A Developmental Image Compression Technique Using Gene Regulatory Networks. Evolvable Hardware Martin A. Trefzer
2015	—	`ch.`	Devices and Architectures for Evolutionary Hardware. Evolvable Hardware Martin A. Trefzer, Andy M. Tyrrell
2015	J	`jnl`	Editorial. IET Comput. Digit. Tech. Sani R. Nassif, Martin A. Trefzer
2015	—	`ch.`	Evolution, Development and Evolvable Hardware. Evolvable Hardware Andy M. Tyrrell, Martin A. Trefzer
2015	—	`book`	Evolvable Hardware - From Practice to Application Evolvable Hardware Martin A. Trefzer, Andy M. Tyrrell
2015	—	`conf`	Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network. IPCAT Alexander P. Turner, Martin A. Trefzer, Michael A. Lones, Andy M. Tyrrell
2015	J	`jnl`	Fighting stochastic variability in a D-type flip-flop with transistor-level reconfiguration. IET Comput. Digit. Tech. Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andrew M. Tyrrell
2015	—	`ch.`	Measurement and Fitness Function. Evolvable Hardware Martin A. Trefzer, Andy M. Tyrrell
2015	—	`conf`	Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. SSCI Alexander P. Turner, Martin A. Trefzer, Andy M. Tyrrell
2015	—	`ch.`	Representations and Algorithms. Evolvable Hardware Andy M. Tyrrell, Martin A. Trefzer
2015	—	`conf`	Surface-Immobilised DNA Molecular Machines for Information Processing. IPCAT Katherine E. Dunn, Tamara L. Morgan, Martin A. Trefzer, Steven D. Johnson, Andy M. Tyrrell
2015	B	`conf`	Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs. CEC Yuan Wang, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell
2014	—	`conf`	A hierarchical fault tolerant system on the PAnDA device with low disruption. AHS David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2014	—	`conf`	Circuit design optimisation using a modified genetic algorithm and device layout motifs. ICES Yang Xiao, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell
2014	—	`conf`	Evolving hierarchical low disruption fault tolerance strategies for a novel programmable device. ICES David M. R. Lawson, James Alfred Walker, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell
2014	—	`conf`	Improved fault-tolerance through dynamic modular redundancy (DMR) on the RISA FPGA platform. AHS Martin A. Trefzer, Andy M. Tyrrell
2014	—	`conf`	Multiobjective genetic algorithm for routability-driven circuit clustering on FPGAs. ICES Yuan Wang, Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell
2014	—	`conf`	Optimising ring oscillator frequency on a novel FPGA device via partial reconfiguration. ICES Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell
2014	B	`conf`	Two step evolution strategy for device motif BSIM model parameter extraction. IEEE Congress on Evolutionary Computation Yang Xiao, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell