Intrinsic Evolution of Digital-to-Analog Converters Using a CMOS FPTA Chip. - Jörg Langeheine; Karlheinz Meier; Johannes Schemmel; Martin Trefzer (Evolvable Hardware, 2004)

New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits. - Martin Trefzer; Jörg Langeheine; Johannes Schemmel; Karlheinz Meier (Evolvable Hardware, 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 (GECCO (1), 2004)

Operational Amplifiers: An Example for Multi-objective Optimization on an Analog Evolvable Hardware Platform. - Martin Trefzer; Jörg Langeheine; Karlheinz Meier; Johannes Schemmel (ICES, 2005)

A Modular Framework for the Evolution of Circuits on Configurable Transistor Array Architectures. - Martin Trefzer; Jörg Langeheine; Karlheinz Meier; Johannes Schemmel (AHS, 2006)

Fitness functions for the unconstrained evolution of digital circuits. - Tüze Kuyucu; Martin Trefzer; Andrew J. Greensted; Julian Francis Miller; Andy M. Tyrrell (IEEE Congress on Evolutionary Computation, 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 (ICES, 2008)

Task decomposition and evolvability in intrinsic evolvable hardware. - Tüze Kuyucu; Martin Trefzer; Julian Francis Miller; Andy M. Tyrrell (IEEE Congress on Evolutionary Computation, 2009)

A model for intrinsic artificial development featuring structural feedback and emergent growth. - Martin Trefzer; Tüze Kuyucu; Julian Francis Miller; Andy M. Tyrrell (IEEE Congress on Evolutionary Computation, 2009)

On the properties of artificial development and its use in evolvable hardware. - Tüze Kuyucu; Martin Trefzer; Julian F. Miller; Andrew M. Tyrrell (ALIFE, 2009)

The input pattern order problem II: Evolution of multiple-output circuits in hardware. - Martin Trefzer; Tüze Kuyucu; Julian F. Miller; Andy M. Tyrrell (WEAH, 2009)

Image compression of natural images using artificial gene regulatory networks. - Martin Trefzer; Tüze Kuyucu; Julian F. Miller; Andy M. Tyrrell (GECCO, 2010)

Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network. - Martin Trefzer; Tüze Kuyucu; Julian F. Miller; Andy M. Tyrrell (ICES, 2010)

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 (ACSCC, 2011)

Justin Lee: Morphogenetic Evolvable Hardware - VDM, 2008, ISBN 978-3-639-05716-4. - Martin Trefzer (Genet. Program. Evolvable Mach., 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)

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 (IEEE Congress on Evolutionary Computation, 2013)

Exploiting the reconfigurability of the PAnDA architecture to overcome physical substrate variations. - James Alfred Walker; Martin Trefzer; Simon J. Bale; Andy M. Tyrrell (ICES, 2013)

Designing function configuration decoders for the PAnDA architecture using multi-objective Cartesian Genetic Programming. - James Alfred Walker; Martin Trefzer; Andy M. Tyrrell (ICES, 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)

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)

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 (AHS, 2014)

Improved fault-tolerance through dynamic modular redundancy (DMR) on the RISA FPGA platform. - Martin A. Trefzer; Andy M. Tyrrell (AHS, 2014)

Two step evolution strategy for device motif BSIM model parameter extraction. - Yang Xiao 008; Martin A. Trefzer; James Alfred Walker; Simon J. Bale; Andy M. Tyrrell (IEEE Congress on Evolutionary Computation, 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 (ICES, 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 (ICES, 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 (ICES, 2014)

Circuit design optimisation using a modified genetic algorithm and device layout motifs. - Yang Xiao 008; James Alfred Walker; Simon J. Bale; Martin A. Trefzer; Andy M. Tyrrell (ICES, 2014)

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 (CEC, 2015)

Characterisation of feasibility regions in FPGAs under adaptive DVFS. - Nizar Dahir; Pedro B. Campos; Gianluca Tempesti; Martin Trefzer; Andrew M. Tyrrell (FPL, 2015)

Surface-Immobilised DNA Molecular Machines for Information Processing. - Katherine E. Dunn; Tamara L. Morgan; Martin A. Trefzer; Steven D. Johnson; Andy M. Tyrrell (IPCAT, 2015)

Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network. - Alexander P. Turner; Martin A. Trefzer; Michael A. Lones; Andy M. Tyrrell (IPCAT, 2015)

Social-Insect-Inspired Networking for Autonomous Fault Tolerance. - Matthew Rowlings; Andy M. Tyrrell; Martin Trefzer (SSCI, 2015)

Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. - Alexander P. Turner; Martin A. Trefzer; Andy M. Tyrrell (SSCI, 2015)

Editorial. - Sani R. Nassif; Martin A. Trefzer (IET Comput. Digit. Tech., 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)

A Developmental Image Compression Technique Using Gene Regulatory Networks. - Martin A. Trefzer (Evolvable Hardware, 2015)

Devices and Architectures for Evolutionary Hardware. - Martin A. Trefzer; Andy M. Tyrrell (Evolvable Hardware, 2015)

Measurement and Fitness Function. - Martin A. Trefzer; Andy M. Tyrrell (Evolvable Hardware, 2015)

Evolution, Development and Evolvable Hardware. - Andy M. Tyrrell; Martin A. Trefzer (Evolvable Hardware, 2015)

Representations and Algorithms. - Andy M. Tyrrell; Martin A. Trefzer (Evolvable Hardware, 2015)

Social-insect-inspired adaptive task allocation for many-core systems. - Matthew Rowlings; Andy M. Tyrrell; Martin A. Trefzer (CEC, 2016)

Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. - Patricia Ryser-Welch; Julian F. Miller; Jerry Swan; Martin A. Trefzer (EuroGP, 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 (SAMOS, 2016)

Reservoir computing in materio: An evaluation of configuration through evolution. - Matthew Dale; Susan Stepney; Julian Francis Miller; Martin Trefzer (SSCI, 2016)

Hardware implementation of Social-Insect-Inspired Adaptive many-core task allocation. - Matthew Rowlings; Andy M. Tyrrell; Martin A. Trefzer (SSCI, 2016)

Introducing a 3D Physics Simulation Plugin for the ARGoS Robot Simulator. - Richard Redpath; Jon Timmis; Martin A. Trefzer (TAROS, 2016)

Evolving Carbon Nanotube Reservoir Computers. - Matthew Dale; Julian F. Miller; Susan Stepney; Martin A. Trefzer (UCNC, 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)

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 002; Stuart Jamieson; Jane E. Alty; Jeremy Cosgrove; Andy M. Tyrrell (Biosyst., 2016)

Memristor in a Nutshell. - Martin A. Trefzer (Guide to Unconventional Computing for Music, 2017)

Variability mapping at runtime using the PAnDA multi-reconfigurable architecture. - Simon J. Bale; James Alfred Walker; Martin A. Trefzer; Andy M. Tyrrell (ASP-DAC, 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 (DATE, 2017)

Reservoir computing in materio: A computational framework for in materio computing. - Matthew Dale; Susan Stepney; Julian F. Miller; Martin Trefzer (IJCNN, 2017)

Object recall using an experience database to accelerate robot action planning. - Richard Redpath; Jon Timmis; Martin Trefzer (IROS, 2017)

LeAF: A low-overhead asymmetric frequency controller for NoC router interconnects. - Pedro B. Campos; Nizar Dahir; Martin Trefzer; Andy M. Tyrrell; Gianluca Tempesti (VLSI-SoC, 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)

Artificial bee colony-inspired run-time task management for many-core systems. - Ali Abuassal; Gianluca Tempesti; Martin A. Trefzer (SSCI, 2018)

Instrumenting Parametric Physical Layout for Multi-objective Optimisation. - Linan Cao; Simon J. Bale; Martin A. Trefzer (SSCI, 2018)

A Substrate-Independent Framework to Characterise Reservoir Computers. - Matthew Dale; Julian F. Miller; Susan Stepney; Martin A. Trefzer (CoRR, 2018)

Approximate Multiply-Accumulate Array for Convolutional Neural Networks on FPGA. - Ziwei Wang; Martin A. Trefzer; Simon J. Bale; Andy M. Tyrrell (ReCoSoC, 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 (UCNC, 2019)

Evolutionary acquisition of complex traits in artificial epigenetic networks. - Alexander P. Turner; Andrew M. Tyrrell; Martin Trefzer; Michael A. Lones (Biosyst., 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)

Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management. - Matthew R. P. Rowlings; Andy M. Tyrrell; Martin A. Trefzer (DATE, 2020)

Designing Computational Substrates using Open-Ended Evolution. - Matthew Dale; Susan Stepney; Martin Trefzer (ALIFE, 2020)

Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management. - Matthew Rowlings; Andy M. Tyrrell; Martin A. Trefzer (DATE, 2021)

Tradeoffs with physical delay feedback reservoir computing. - Tian Gan; Susan Stepney; Martin A. Trefzer (SSCI, 2021)

Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms. - Ziwei Wang; Martin A. Trefzer; Simon J. Bale; Andy M. Tyrrell (SSCI, 2021)

Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics. - Matthew Dale; Simon O'Keefe; Angelika Sebald; Susan Stepney; Martin A. Trefzer (UCNC, 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)

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)

Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells. - Linan Cao; Simon J. Bale; Martin A. Trefzer (CoRR, 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 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 in Material Substrates. - Matthew Dale; Julian F. Miller; Susan Stepney; Martin A. Trefzer (Reservoir Computing, 2021)

A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. - Ziwei Wang; Martin A. Trefzer; Simon J. Bale; Andy M. Tyrrell (IJCNN, 2022)

A perspective on physical reservoir computing with nanomagnetic devices. - Dan A. Allwood; Matthew O. A. Ellis; David Griffin 002; Thomas J. Hayward; Luca Manneschi; Mohammad F. KH Musameh; Simon O'Keefe; Susan Stepney; Charles Swindells; Martin A. Trefzer; Eleni Vasilaki; Guru Venkat; et al. (CoRR, 2022)

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 (IJCNN, 2023)

The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs. - Alexander C. McDonnell; Martin A. Trefzer (IJCNN, 2023)

Modelling and Evaluating Restricted ESNs. - Chester Wringe; Susan Stepney; Martin A. Trefzer (UCNC, 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)

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 (EMC Compo, 2024)

Restricted Reservoirs on Heterogeneous Timescales. - Chester Wringe; Susan Stepney; Martin A. Trefzer (ICANN (10), 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)

Reservoir Computing Benchmarks: a review, a taxonomy, some best practices. - Chester Wringe; Martin Trefzer; Susan Stepney (CoRR, 2024)

Modelling and evaluating restricted ESNs on single- and multi-timescale problems. - Chester Wringe; Susan Stepney; Martin A. Trefzer (Nat. Comput., 2025)

Reservoir computing benchmarks: a tutorial review and critique. - Chester Wringe; Martin Trefzer; Susan Stepney (Int. J. Parallel Emergent Distributed Syst., 2025)