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Martin Trefzer
Martin A. Trefzer
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2020 – today
- 2024
- [c57]Chester Wringe
, Susan Stepney
Restricted Reservoirs on Heterogeneous Timescales. ICANN (10) 2024: 168-183 - [i8]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 abs/2403.16327 (2024) - [i7]Chester Wringe, Martin Trefzer, Susan Stepney:
Reservoir Computing Benchmarks: a review, a taxonomy, some best practices. CoRR abs/2405.06561 (2024) - 2023
- [j15]Linan Cao
Multi-objective digital circuit block optimisation based on cell mapping in an industrial electronic design automation flow. IET Comput. Digit. Tech. 17(3-4): 180-194 (2023) - [c56]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: 1-7 - [c55]Alexander C. McDonnell, Martin A. Trefzer:
The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs. IJCNN 2023: 1-8 - [c54]Chester Wringe
Modelling and Evaluating Restricted ESNs. UCNC 2023: 186-201 - 2022
- [c53]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: 1-8 - [i6]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
A perspective on physical reservoir computing with nanomagnetic devices. CoRR abs/2212.04851 (2022) - 2021
- [j14]Matthew Dale
Reservoir computing quality: connectivity and topology. Nat. Comput. 20(2): 205-216 (2021) - [j13]Linan Cao
Multi-Objective Digital Design Optimization via Improved Drive Granularity Standard Cells. IEEE Trans. Circuits Syst. I Regul. Pap. 68(11): 4660-4671 (2021) - [c52]Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer:
Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management. DATE 2021: 68-71 - [c51]Tian Gan, Susan Stepney
Tradeoffs with physical delay feedback reservoir computing. SSCI 2021: 1-8 - [c50]Ziwei Wang, Martin A. Trefzer
Adaptive Integer Quantisation for Convolutional Neural Networks through Evolutionary Algorithms. SSCI 2021: 1-7 - [c49]Matthew Dale
Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics. UCNC 2021: 19-34 - [p7]Matthew Dale
Reservoir Computing in Material Substrates. Reservoir Computing 2021: 141-166 - [i5]Matthew Dale
Reservoir Computing with Thin-film Ferromagnetic Devices. CoRR abs/2101.12700 (2021) - [i4]Linan Cao, Simon J. Bale, Martin A. Trefzer
Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow. CoRR abs/2105.10410 (2021) - [i3]Linan Cao, Simon J. Bale, Martin A. Trefzer:
Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells. CoRR abs/2105.11248 (2021) - [i2]Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell:
Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. CoRR abs/2106.14776 (2021) - 2020
- [c48]Matthew R. P. Rowlings, Andy M. Tyrrell, Martin A. Trefzer:
Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management. DATE 2020: 1550-1555 - [c47]Matthew Dale
Designing Computational Substrates using Open-Ended Evolution. ALIFE 2020: 665-667
2010 – 2019
- 2019
- [j12]Alexander P. Turner, Andrew M. Tyrrell, Martin Trefzer
Evolutionary acquisition of complex traits in artificial epigenetic networks. Biosyst. 176: 17-26 (2019) - [j11]Antonio Miele, Martin A. Trefzer, S. Saqib Khursheed:
Guest Editorial: Defect and Fault Tolerance in VLSI and Nanotechnology Systems. IET Comput. Digit. Tech. 13(3): 127-128 (2019) - [j10]Yuan Wang, Martin A. Trefzer
Multi-objective optimisation algorithm for routability and timing driven circuit clustering on FPGAs. IET Comput. Digit. Tech. 13(4): 273-281 (2019) - [c46]Ziwei Wang, Martin A. Trefzer
Approximate Multiply-Accumulate Array for Convolutional Neural Networks on FPGA. ReCoSoC 2019: 35-42 - [c45]Matthew Dale
The Role of Structure and Complexity on Reservoir Computing Quality. UCNC 2019: 52-64 - 2018
- [c44]Ali Abuassal, Gianluca Tempesti, Martin A. Trefzer
Artificial bee colony-inspired run-time task management for many-core systems. SSCI 2018: 1084-1091 - [c43]Linan Cao
Instrumenting Parametric Physical Layout for Multi-objective Optimisation. SSCI 2018: 1339-1345 - [i1]Matthew Dale, Julian F. Miller, Susan Stepney
A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR abs/1810.07135 (2018) - 2017
- [j9]Martin A. Trefzer
Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device. IEEE Trans. Computers 66(6): 930-945 (2017) - [c42]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: 41-42 - [c41]Simon J. Bale, Pedro B. Campos, Martin A. Trefzer
An evolutionary approach to runtime variability mapping and mitigation on a multi-reconfigurable architecture. DATE 2017: 1570-1575 - [c40]Matthew Dale
Reservoir computing in materio: A computational framework for in materio computing. IJCNN 2017: 2178-2185 - [c39]Richard Redpath, Jon Timmis
Object recall using an experience database to accelerate robot action planning. IROS 2017: 1566-1571 - [c38]Pedro B. Campos, Nizar Dahir
LeAF: A low-overhead asymmetric frequency controller for NoC router interconnects. VLSI-SoC 2017: 1-6 - [p6]Martin A. Trefzer
Memristor in a Nutshell. Guide to Unconventional Computing for Music 2017: 159-180 - 2016
- [j8]Katherine E. Dunn
Assessing the potential of surface-immobilized molecular logic machines for integration with solid state technology. Biosyst. 146: 3-9 (2016) - [j7]Alexander P. Turner
Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease. Biosyst. 146: 35-42 (2016) - [c37]Matthew Rowlings
Social-insect-inspired adaptive task allocation for many-core systems. CEC 2016: 911-918 - [c36]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: 294-310 - [c35]Pedro B. Campos, Nizar Dahir
XL-STaGe: A cross-layer scalable tool for graph generation, evaluation and implementation. SAMOS 2016: 354-359 - [c34]Matthew Dale
Reservoir computing in materio: An evaluation of configuration through evolution. SSCI 2016: 1-8 - [c33]Matthew Rowlings
Hardware implementation of Social-Insect-Inspired Adaptive many-core task allocation. SSCI 2016: 1-8 - [c32]Richard Redpath, Jon Timmis
Introducing a 3D Physics Simulation Plugin for the ARGoS Robot Simulator. TAROS 2016: 269-274 - [c31]Matthew Dale
Evolving Carbon Nanotube Reservoir Computers. UCNC 2016: 49-61 - 2015
- [j6]Sani R. Nassif, Martin A. Trefzer:
Editorial. IET Comput. Digit. Tech. 9(4): 185-186 (2015) - [j5]Martin A. Trefzer
Fighting stochastic variability in a D-type flip-flop with transistor-level reconfiguration. IET Comput. Digit. Tech. 9(4): 190-196 (2015) - [c30]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: 1183-1190 - [c29]Nizar Dahir
Characterisation of feasibility regions in FPGAs under adaptive DVFS. FPL 2015: 1-4 - [c28]Katherine E. Dunn
Surface-Immobilised DNA Molecular Machines for Information Processing. IPCAT 2015: 3-12 - [c27]Alexander P. Turner
Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network. IPCAT 2015: 153-165 - [c26]Matthew Rowlings
Social-Insect-Inspired Networking for Autonomous Fault Tolerance. SSCI 2015: 1198-1205 - [c25]Alexander P. Turner
Modelling Epigenetic Mechanisms to Capture Dynamical Topological Morphology: Applications in Edge Detection. SSCI 2015: 1229-1235 - [p5]Andy M. Tyrrell, Martin A. Trefzer:
Evolution, Development and Evolvable Hardware. Evolvable Hardware 2015: 3-25 - [p4]Martin A. Trefzer, Andy M. Tyrrell:
Devices and Architectures for Evolutionary Hardware. Evolvable Hardware 2015: 27-87 - [p3]Andy M. Tyrrell, Martin A. Trefzer:
Representations and Algorithms. Evolvable Hardware 2015: 89-118 - [p2]Martin A. Trefzer, Andy M. Tyrrell:
Measurement and Fitness Function. Evolvable Hardware 2015: 119-149 - [p1]Martin A. Trefzer:
A Developmental Image Compression Technique Using Gene Regulatory Networks. Evolvable Hardware 2015: 225-252 - [e2]Martin A. Trefzer, Andy M. Tyrrell:
Evolvable Hardware - From Practice to Application. Natural Computing Series, Springer 2015, ISBN 978-3-662-44615-7 [contents] - 2014
- [c24]Martin A. Trefzer, Andy M. Tyrrell:
Improved fault-tolerance through dynamic modular redundancy (DMR) on the RISA FPGA platform. AHS 2014: 39-46 - [c23]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: 69-76 - [c22]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: 2877-2884 - [c21]Yang Xiao, James Alfred Walker, Simon J. Bale, Martin A. Trefzer
Circuit design optimisation using a modified genetic algorithm and device layout motifs. ICES 2014: 1-8 - [c20]David M. R. Lawson, James Alfred Walker, Martin A. Trefzer
Evolving hierarchical low disruption fault tolerance strategies for a novel programmable device. ICES 2014: 77-84 - [c19]Pedro B. Campos, Martin A. Trefzer
Optimising ring oscillator frequency on a novel FPGA device via partial reconfiguration. ICES 2014: 93-100 - [c18]Yuan Wang, Simon J. Bale, James Alfred Walker, Martin A. Trefzer
Multiobjective genetic algorithm for routability-driven circuit clustering on FPGAs. ICES 2014: 109-116 - 2013
- [j4]James Alfred Walker, Martin Trefzer
PAnDA: A Reconfigurable Architecture that Adapts to Physical Substrate Variations. IEEE Trans. Computers 62(8): 1584-1596 (2013) - [j3]Martin Trefzer
On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems. IEEE Trans. Evol. Comput. 17(1): 100-121 (2013) - [c17]Pedro B. Campos, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Martin Trefzer
Overcoming faults using evolution on the PAnDA architecture. IEEE Congress on Evolutionary Computation 2013: 613-620 - [c16]James Alfred Walker, Martin Trefzer
Exploiting the reconfigurability of the PAnDA architecture to overcome physical substrate variations. ICES 2013: 37-42 - [c15]James Alfred Walker, Martin Trefzer
Designing function configuration decoders for the PAnDA architecture using multi-objective Cartesian Genetic Programming. ICES 2013: 96-103 - 2012
- [e1]Michael A. Lones
Information Processign in Cells and Tissues - 9th International Conference, IPCAT 2012, Cambridge, UK, March 31 - April 2, 2012. Proceedings. Lecture Notes in Computer Science 7223, Springer 2012, ISBN 978-3-642-28791-6 [contents] - 2011
- [j2]Martin Trefzer:
Justin Lee: Morphogenetic Evolvable Hardware - VDM, 2008, ISBN 978-3-639-05716-4. Genet. Program. Evolvable Mach. 12(1): 79-80 (2011) - [j1]Tüze Kuyucu, Martin Trefzer
An Investigation of the Importance of Mechanisms and Parameters in a Multicellular Developmental System. IEEE Trans. Evol. Comput. 15(3): 313-345 (2011) - [c14]Martin Trefzer
A programmable analogue and digital array for bio-inspired electronic design optimization at nano-scale silicon technology nodes. ACSCC 2011: 1537-1541 - 2010
- [c13]Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell:
Image compression of natural images using artificial gene regulatory networks. GECCO 2010: 595-602 - [c12]Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell:
Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network. ICES 2010: 61-72
2000 – 2009
- 2009
- [c11]Martin Trefzer, Tüze Kuyucu, Julian Francis Miller, Andy M. Tyrrell:
A model for intrinsic artificial development featuring structural feedback and emergent growth. IEEE Congress on Evolutionary Computation 2009: 301-308 - [c10]Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell:
Task decomposition and evolvability in intrinsic evolvable hardware. IEEE Congress on Evolutionary Computation 2009: 2281-2287 - [c9]Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell:
On the properties of artificial development and its use in evolvable hardware. ALIFE 2009: 108-115 - [c8]Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell:
The input pattern order problem II: Evolution of multiple-output circuits in hardware. WEAH 2009: 32-38 - 2008
- [c7]Tüze Kuyucu, Martin Trefzer, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell:
Fitness functions for the unconstrained evolution of digital circuits. IEEE Congress on Evolutionary Computation 2008: 2584-2591 - [c6]Martin Trefzer, Tüze Kuyucu, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell:
The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware. ICES 2008: 382-391 - 2006
- [c5]Martin Trefzer, Jörg Langeheine, Karlheinz Meier, Johannes Schemmel
A Modular Framework for the Evolution of Circuits on Configurable Transistor Array Architectures. AHS 2006: 32-42 - 2005
- [c4]Martin Trefzer, Jörg Langeheine, Karlheinz Meier, Johannes Schemmel
Operational Amplifiers: An Example for Multi-objective Optimization on an Analog Evolvable Hardware Platform. ICES 2005: 86-97 - 2004
- [c3]Jörg Langeheine, Karlheinz Meier, Johannes Schemmel
Intrinsic Evolution of Digital-to-Analog Converters Using a CMOS FPTA Chip. Evolvable Hardware 2004: 18-25 - [c2]Martin Trefzer, Jörg Langeheine, Johannes Schemmel
New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits. Evolvable Hardware 2004: 217-224 - [c1]Jörg Langeheine, Martin Trefzer, Daniel Brüderle, Karlheinz Meier, Johannes Schemmel:
On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA. GECCO (1) 2004: 1316-1327
Coauthor Index
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