SpiNNaker: A Large-Scale Universal Spiking Neural Network Architecture
Members: Sergio Davies
Sergio Davies | daviess@… | 26-Jun | 16-Jul |
Francesco Galluppi | francesco.galluppi@… | 26-Jun | 16-Jul |
Take a look at the results page for results obtained during Telluride.
We also were able to simulate a [www.cs.man.ac.uk/~galluppf/synfire64.wmv synfire chain on 64 cores]
SpiNNaker Info
Here there are the presentation and the reference papers for the SpiNNaker architecture.
For more information, visit the Publications Section of APT group web page at The University of Manchester's website.
Presentation
Presentation held on 7/7/2011
Reference Papers
Introduction Papers
S.B. Furber and A.D. Brown
Biologically-Inspired Massively-Parallel Architectures - computing beyond a million processors
Proc. 9th International Conference on the Application of Concurrency to System Design
(ACSD'09), Augsburg, Germany, 1-3 July 2009 (keynote talk), pp. 3-12.
ISBN 978-0-7695-3697-2, ISSN 1550-4808 PDF IEEE Copyright
Neural Network Modelling Papers
Francesco Galluppi, Alexander Rast, Sergio Davies and Steve Furber
A General-Purpose Model Translation System for a Universal Neural Chip
17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part I
LNCS, Volume 1 / 1973 - Volume 6443/2010, pp. 58-65, Computer Science
ISBN 978-3-642-17536-7, ISSN 0302-9743 (Print) 1611-3349 (Online)
Neural Model papers
Xin Jin, Mikel Lujan, Luis A. Plana, Sergio Davies, Steve Temple and Steve Furber
Modeling Spiking Neural Networks on SpiNNaker
Computing in Science & Engineering, Vol: 12 Iss:5, pp 91 - 97, Sept.-Oct. 2010.
ISSN 1521-9615 PDF IEEE Copyright
Xin Jin, Alexander Rast, Francesco Galluppi, Sergio Davies and Steve Furber
Implementing Spike-Timing-Dependent Plasticity on SpiNNaker Neuromorphic Hardware
2010 International Joint Conference on Neural Networks (IJCNN 2010) Barcelona, Spain, 18-23 July, 2010, pp.2302-2309
ISBN 978-1-4244-6917-8 PDF IEEE Copyright
A. D. Rast, F. Galluppi, X. Jin and S.B. Furber
The Leaky Integrate-and-Fire Neuron: A Platform for Synaptic Model Exploration on the SpiNNaker Chip
2010 International Joint Conference on Neural Networks (IJCNN 2010) Barcelona, Spain, 18-23 July, 2010, pp.3959-3966
ISBN 978-1-4244-6917-8 PDF IEEE Copyright
Xin Jin, S.B.Furber, J.V.Woods
Efficient Modelling of Spiking Neural Networks on a Scalable Chip Multiprocessor
Proceedings 2008 International Joint Conference on Neural Networks, IJCNN 2008 pp. 2812-2819 , June 2008
ISBN 978-1-4244-1821-3, ISSN 1098-7576 PDF IEEE Copyright
Hardware and Software Papers
A.D. Rast, M.M. Khan, X. Jin, L.A. Plana and S.B. Furber
A Universal Abstract-Time Platform for Real-Time Neural Networks
Proceedings 2009 International Joint Conference on Neural Networks, IJCNN2009, pp.2611-2618
Atlanta. Georgia, 14-19 June, 2009.
ISBN: 978-1-4244-3553-1(CD)/1-4244-1380-X(Bound), ISSN: 1098-7576 PDF IEEE Copyright
Xin Jin, Francesco Galluppi, Cameron Patterson, Alexander Rast, Sergio Davies, Steve Temple and Steve Furber
Algorithm and Software for Simulation of Spiking Neural Networks on the Multi-Chip SpiNNaker System
2010 International Joint Conference on Neural Networks (IJCNN 2010) Barcelona, Spain, 18-23 July, 2010, pp.649-656
ISBN 978-1-4244-6917-8 PDF IEEE Copyright
Alexander D. Rast, Xin Jin, Francesco Galluppi, Luis A. Plana, Cameron Patterson, Steve Furber
Scalable Event-Driven Native Parallel Processing: The SpiNNaker Neuromimetic System
Proc. of the ACM International Conference on Computing Frontiers, pp. 21-29, May 17-19, 2010, Bertinoro, Italy
ISBN 978-1-4503-0044-5 PDF
Communication Papers
Plana, Luis A.; Bainbridge, John; Furber, Steve; Salisbury, Sean; Shi, Yebin; Wu, Jian
An On-Chip and Inter-Chip Communications Network for the SpiNNaker Massively-Parallel Neural Net Simulator
]
Presented at the Second ACM/IEEE International Symposium on Networks-on-Chip, 2008. NoCS 2008. 7-10 April 2008 Page(s):215 - 216 IEEE Computer Society Press
Digital Object Identifier 10.1109/NOCS.2008.4492744
ISBN : 0-7695-3098-2, ISSN PDF IEEE Copyright
Jian Wu and Steve Furber
A Multicast Routing Scheme for a Universal Spiking Neural Network Architecture
The Computer Journal Advance Access published online on April 8, 2009
Online ISSN 1460-2067 - Print ISSN 0010-4620
Javier Navaridas, Mikel Luján, José Miguel-Alonso, Luis A. Plana and Steve Furber
Understanding the Interconnection Network of SpiNNaker
Proceedings of the 23rd International Conference on Supercomputing, pp 286-295, June 8-12, 2009,
IBM T.J. Watson Research Center, Metro New York City Area, USA.
ISBN :978-1-60558-498-0
Y. Shi, S.B. Furber, J.D. Garside and L.A. Plana
Fault-Tolerant Delay-Insensitive Inter-Chip Communication
Proc. 15th IEEE International Symposium on Asynchronous Circuits and Systems, Async 2009, pp. 77-84.
Chapel Hill, North Carolina, USA, 17-20, May 2009.
ISBN-13: 978-0-7695-3616-3 , ISSN: 1522-8681 PDF IEEE Copyright
Javier Navaridas, Luis A. Plana, Jose Miguel-Alonso, Mikel Lujan, Steve Furber
SpiNNaker: Effects of Traffic Locality and Causality on the Performance of the Interconnection Network
Proc. of the ACM International Conference on Computing Frontiers, pp. 11-19, May 17-19, 2010, Bertinoro, Italy
ISBN 978-1-4503-0044-5 PDF
Attachments
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SpiNNakerTelluride2011.pdf
(2.3 MB) - added by sergiodavies 8 years ago.
Presentation held on 7/7/2011
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input.png
(34.7 KB) - added by francesco.galluppi 8 years ago.
input comparison between NENGO and SpiNNaker
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output.PNG
(37.6 KB) - added by francesco.galluppi 8 years ago.
output comparison between NENGO and SpiNNaker
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cc_schema.jpg
(38.5 KB) - added by francesco.galluppi 8 years ago.
Communication Channel Description