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Sergio Davies
Sergio Davies
Senior Lecturer, Department of Computing & Mathematics, Manchester Metropolitan University
Adresă de e-mail confirmată pe mmu.ac.uk - Pagina de pornire
Titlu
Citat de
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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
1262010
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
1002010
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
952012
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
642010
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
422011
A forecast-based STDP rule suitable for neuromorphic implementation
S Davies, F Galluppi, AD Rast, SB Furber
Neural Networks 32, 3-14, 2012
382012
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
352012
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
252012
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
252010
Learning in spiking neural networks
S Davies
University of Manchester, 2013
192013
Spiking neural PID controllers
A Webb, S Davies, D Lester
Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011
172011
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
162018
Neuromorphic computing for interactive robotics: a systematic review
M Aitsam, S Davies, A Di Nuovo
Ieee Access 10, 122261-122279, 2022
132022
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
102011
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
72016
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
72015
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
52013
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
42021
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
42011
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