Modeling spiking neural networks on SpiNNaker X Jin, M Lujan, LA Plana, S Davies, S Temple, SB Furber Computing in science & engineering 12 (5), 91-97, 2010 | 128 | 2010 |
Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware X Jin, A Rast, F Galluppi, S Davies, S Furber The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010 | 100 | 2010 |
A hierachical configuration system for a massively parallel neural hardware platform F Galluppi, S Davies, A Rast, T Sharp, LA Plana, S Furber Proceedings of the 9th conference on Computing Frontiers, 183-192, 2012 | 96 | 2012 |
A general-purpose model translation system for a universal neural chip F Galluppi, A Rast, S Davies, S Furber Neural Information Processing. Theory and Algorithms: 17th International …, 2010 | 67 | 2010 |
Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system X Jin, F Galluppi, C Patterson, A Rast, S Davies, S Temple, S Furber The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010 | 43* | 2010 |
Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware A Rast, F Galluppi, S Davies, L Plana, C Patterson, T Sharp, D Lester, ... Neural Networks 24 (9), 961-978, 2011 | 42 | 2011 |
A forecast-based STDP rule suitable for neuromorphic implementation S Davies, F Galluppi, AD Rast, SB Furber Neural Networks 32, 3-14, 2012 | 38 | 2012 |
Real time on-chip implementation of dynamical systems with spiking neurons F Galluppi, S Davies, S Furber, T Stewart, C Eliasmith The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 36 | 2012 |
Population-based routing in the SpiNNaker neuromorphic architecture S Davies, J Navaridas, F Galluppi, S Furber The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 26 | 2012 |
Interfacing real-time spiking I/O with the SpiNNaker neuromimetic architecture S Davies, C Patterson, F Galluppi, A Rast, D Lester, SB Furber Proceedings of the 17th International Conference on Neural Information …, 2010 | 25 | 2010 |
Behavioral learning in a cognitive neuromorphic robot: an integrative approach AD Rast, SV Adams, S Davidson, S Davies, M Hopkins, A Rowley, ... IEEE Transactions on Neural Networks and Learning Systems 29 (12), 6132-6144, 2018 | 19 | 2018 |
Learning in spiking neural networks S Davies University of Manchester, 2013 | 19 | 2013 |
Spiking neural PID controllers A Webb, S Davies, D Lester Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011 | 17 | 2011 |
Neuromorphic computing for interactive robotics: a systematic review M Aitsam, S Davies, A Di Nuovo Ieee Access 10, 122261-122279, 2022 | 16 | 2022 |
An event-driven model for the spinnaker virtual synaptic channel A Rast, F Galluppi, S Davies, LA Plana, T Sharp, S Furber The 2011 International Joint Conference on Neural Networks, 1967-1974, 2011 | 11 | 2011 |
Data and commands communication protocol for neuromorphic platform configuration A Siino, F Barchi, S Davies, G Urgese, A Acquaviva 2016 IEEE 10th International Symposium on Embedded Multicore/Many-core …, 2016 | 7 | 2016 |
Transport-independent protocols for universal AER communications AD Rast, AB Stokes, S Davies, SV Adams, H Akolkar, DR Lester, ... Neural Information Processing: 22nd International Conference, ICONIP 2015 …, 2015 | 7 | 2015 |
A Database for Learning Numbers by Visual Finger Recognition in Developmental Neuro-Robotics S Davies, A Lucas, C Ricolfe-Viala, A Di Nuovo Frontiers in Neurorobotics 15, 619504, 2021 | 6 | 2021 |
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator S Davies, T Stewart, C Eliasmith, S Furber International Joint Conference on Neural Networks 2013, 1832-1839, 2013 | 5 | 2013 |
A forecast-based biologically-plausible STDP learning rule S Davies, A Rast, F Galluppi, S Furber The 2011 International Joint Conference on Neural Networks, 1810-1817, 2011 | 4 | 2011 |