Reservoir Computing Benchmarks: a review, a taxonomy, some best practices C Wringe, M Trefzer, S Stepney arXiv preprint arXiv:2405.06561, 2024 | | 2024 |
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges A Walter, S Wu, AM Tyrrell, L McDaid, M McElholm, NT Sumithran, ... arXiv preprint arXiv:2403.16327, 2024 | | 2024 |
Modelling and Evaluating Restricted ESNs on Single-and Multi-Timescale Problems C Wringe, S Stepney, MA Trefzer | | 2023 |
Exploring the Rich Behaviour of Developmental Graph Cellular Automata R Waldegrave, S Stepney, MA Trefzer Artificial Life Conference Proceedings 35 2023 (1), 61, 2023 | | 2023 |
Artificial Neural Microcircuits for use in Neuromorphic System Design A Walter, S Wu, AM Tyrrell, L McDaid, M McElholm, NT Sumithran, ... ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life …, 2023 | 1 | 2023 |
Developmental Graph Cellular Automata R Waldegrave, S Stepney, MA Trefzer ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life …, 2023 | 3 | 2023 |
Multi‐objective digital circuit block optimisation based on cell mapping in an industrial electronic design automation flow L Cao, SJ Bale, MA Trefzer IET Computers & Digital Techniques 17 (3-4), 180-194, 2023 | | 2023 |
The effect of system timescale on virtual node connectivity within delay-feedback reservoirs AC McDonnell, MA Trefzer 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
Combining Multiple Inputs to a Delay-line Reservoir Computer: Control of a Forced Van der Pol Oscillator System T Gan, S Stepney, MA Trefzer 2023 International Joint Conference on Neural Networks (IJCNN), 1-7, 2023 | | 2023 |
Modelling and Evaluating Restricted ESNs C Wringe, S Stepney, MA Trefzer International Conference on Unconventional Computation and Natural …, 2023 | | 2023 |
A perspective on physical reservoir computing with nanomagnetic devices DA Allwood, MOA Ellis, D Griffin, TJ Hayward, L Manneschi, MF Musameh, ... Applied Physics Letters 122 (4), 2023 | 30 | 2023 |
Artificial Neural Microcircuits as Building Blocks for Neuromorphic Systems A Walter, S Wu, A Tyrrell, L McDaid, M McElholm, NT Sumithran, J Harkin, ... NNPC 2023: Natural, Neuromorphic & Physical Computing, 2023 | | 2023 |
Combining Multiple Reservoirs on Multiple Timescales C Wringe, S Stepney, MA Trefzer UNCONVENTIONAL COMPUTING: MATERIALS, SCIENCE, INFORMATICS, HARDWARE, SOFTWARE, 2022 | | 2022 |
A System for Growing Graphs with Applications to Reservoir Computing R Waldegrave, S Stepney, MA Trefzer UNCONVENTIONAL COMPUTING: MATERIALS, SCIENCE, INFORMATICS, HARDWARE, SOFTWARE, 2022 | | 2022 |
SpacePHYre: Magnetically Isolated SpaceFibre Links using Gigabit Ethernet PHYs M Rowlings, M Walshe, M Trefzer, M Post 2022 International SpaceWire & SpaceFibre Conference (ISC), 1-4, 2022 | | 2022 |
A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN Z Wang, MA Trefzer, SJ Bale, AM Tyrrell 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 1 | 2022 |
Tributes to Julian F. Miller (1955-2022) W Banzhaf, JA Foster, S Harding, R Kalkreuth, GM Khan, WB Langdon, ... ACM SIGEVOlution 15 (1), 1-7, 2022 | | 2022 |
Adaptive integer quantisation for convolutional neural networks through evolutionary algorithms Z Wang, MA Trefzer, SJ Bale, AM Tyrrell 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2021 | 2 | 2021 |
Tradeoffs with physical delay feedback reservoir computing T Gan, S Stepney, MA Trefzer 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021 | 2 | 2021 |
Multi-objective digital design optimization via improved drive granularity standard cells L Cao, SJ Bale, MA Trefzer IEEE Transactions on Circuits and Systems I: Regular Papers 68 (11), 4660-4671, 2021 | 6 | 2021 |