All Stories

  1. Enhancing MFCC Feature Extraction Through Reservoir Computing

    Article • January 2026, Springer Science + Business Media

    Dr Martin A Trefzer

  2. The effect of the non-linear function on system dynamics within delay-feedback reservoirs

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, November 2025, American Institute of Physics

    Dr Martin A Trefzer

  3. Prediction of the Probability of IC Failure and Validation of Stochastic EM-Fields Coupling into PCB Traces Using a Bespoke RF IC Detector

    Article • Electronics, May 2025, MDPI AG

    Dr Martin A Trefzer

  4. Reservoir computing benchmarks: a tutorial review and critique

    Article • International Journal of Parallel Emergent and Distributed Systems, March 2025, Taylor & Francis

    Dr Martin A Trefzer

  5. Restricted Reservoirs on Heterogeneous Timescales

    Article • January 2024, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • IET Computers & Digital Techniques, July 2023, the Institution of Engineering and Technology (the IET)

    Dr Martin A Trefzer

  7. A perspective on physical reservoir computing with nanomagnetic devices

    Article • Applied Physics Letters, January 2023, American Institute of Physics

    Dr Martin A Trefzer

  8. Modelling and Evaluating Restricted ESNs

    Article • January 2023, Springer Science + Business Media

    Dr Martin A Trefzer

  9. Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  10. Tradeoffs with physical delay feedback reservoir computing

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  12. Reservoir Computing in Material Substrates

    Article • January 2021, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • January 2021, Springer Science + Business Media

    Dr Martin A Trefzer

  14. Reservoir computing quality: connectivity and topology

    Article • Natural Computing, December 2020, Springer Science + Business Media

    Dr Martin A Trefzer

  15. Designing Computational Substrates using Open-Ended Evolution

    Article • January 2020, The MIT Press

    Dr Martin A Trefzer

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

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  17. Evolutionary acquisition of complex traits in artificial epigenetic networks

    Article • Biosystems, February 2019, Elsevier

    Dr Martin A Trefzer

  18. The Role of Structure and Complexity on Reservoir Computing Quality

    Article • January 2019, Springer Science + Business Media

    Dr Martin A Trefzer

  19. A Novel Multi-objective Optimisation Algorithm for Routability and Timing Driven Circuit Clustering on FPGAs

    Article • IET Computers & Digital Techniques, December 2018, the Institution of Engineering and Technology (the IET)

    Dr Martin A Trefzer, Andy Tyrrell, James Walker

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

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  21. Towards a Bioelectronic Computer: A Theoretical Study of a Multi-Layer Biomolecular Computing System That Can Process Electronic Inputs

    Article • International Journal of Molecular Sciences, September 2018, MDPI AG

    Dr Martin A Trefzer

  22. Characterizing Surface-Immobilized DNA Structures and Devices Using a Quartz Crystal Microbalance with Dissipation Monitoring (QCM-D)

    Article • January 2018, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  26. An experimental study of the putative mechanism of a synthetic autonomous rotary DNA nanomotor

    Article • Royal Society Open Science, March 2017, Royal Society Publishing

    Dr Martin A Trefzer

  27. Memristor in a Nutshell

    Article • January 2017, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • Biosystems, August 2016, Elsevier

    Jane Alty, Dr Martin A Trefzer

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

    Article • Biosystems, August 2016, Elsevier

    Dr Martin A Trefzer

  32. Investigating the dynamics of surface-immobilized DNA nanomachines

    Article • Scientific Reports, July 2016, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IEEE Transactions on Computers, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  35. Evolving Carbon Nanotube Reservoir Computers

    Article • January 2016, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • January 2016, Springer Science + Business Media

    Dr Martin A Trefzer

  37. Social-Insect-Inspired Networking for Autonomous Fault Tolerance

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IET Computers & Digital Techniques, July 2015, the Institution of Engineering and Technology (the IET)

    Dr Martin A Trefzer

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

    Article • January 2015, Springer Science + Business Media

    Dr Martin A Trefzer

  40. Social-Insect-Inspired Networking for Autonomous Load Optimisation

    Article • Procedia CIRP, January 2015, Elsevier

    Dr Martin A Trefzer

  41. Surface-Immobilised DNA Molecular Machines for Information Processing

    Article • January 2015, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  46. Circuit optimization using device layout motifs

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IEEE Transactions on Computers, August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  51. Overcoming faults using evolution on the PAnDA architecture

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IEEE Transactions on Evolutionary Computation, February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  55. Information Processign in Cells and Tissues

    Article • January 2012

    Dr Martin A Trefzer

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

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • IEEE Transactions on Evolutionary Computation, June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  58. Justin Lee: Morphogenetic Evolvable Hardware

    Article • Genetic Programming and Evolvable Machines, June 2010, Springer Science + Business Media

    Dr Martin A Trefzer

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

    Article • January 2010, Springer Science + Business Media

    Dr Martin A Trefzer

  60. Image compression of natural images using artificial gene regulatory networks

    Article • January 2010, ACM (Association for Computing Machinery)

    Dr Martin A Trefzer

  61. A scalable solution to n-bit parity via artificial development

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  62. Task decomposition and evolvability in intrinsic evolvable hardware

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • March 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • March 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

  66. Fitness functions for the unconstrained evolution of digital circuits

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Martin A Trefzer

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

    Article • January 2005, Springer Science + Business Media

    Dr Martin A Trefzer

  68. High-density multilayer recording of microgratings for optical data storage

    Article • October 2004, SPIE

    Dr Martin A Trefzer

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

    Article • January 2004, Springer Science + Business Media

    Dr Martin A Trefzer

  70. High density wavelength-multiplexed multilayer recording of microgratings in photopolymers

    Article • January 2003, Optical Society of America (OSA)

    Dr Martin A Trefzer

  71. Optical storage in photopolymers using 3D microgratings

    Article • January 2002, SPIE

    Dr Martin A Trefzer

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

    Article • Springer Science + Business Media

    Dr Martin A Trefzer