SpiNNaker - A Spiking Neural Network Architecture

Author:   Steve Furber (The University of Manchester, UK) ,  Petruț Bogdan (The University of Manchester, UK)
Publisher:   now publishers Inc
ISBN:  

9781680836523


Pages:   352
Publication Date:   15 March 2020
Format:   Hardback
Availability:   In Print   Availability explained
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SpiNNaker - A Spiking Neural Network Architecture


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Overview

20 years in conception and 15 in construction, the SpiNNaker project has delivered the world's largest neuromorphic computing platform incorporating over a million ARM mobile phone processors and capable of modelling spiking neural networks of the scale of a mouse brain in biological real time. This machine, hosted at the University of Manchester in the UK, is freely available under the auspices of the EU Flagship Human Brain Project. This books tells the story of the origins of the machine, its development and its deployment, and the immense software development effort that has gone into making it openly available and accessible to researchers and students the world over. It also presents exemplar applications from 'Talk', a SpiNNaker-controlled robotic exhibit at the Manchester Art Gallery as part of 'The Imitation Game', a set of works commissioned in 2016 in honour of Alan Turing, through to a way to solve hard computing problems using stochastic neural networks. The book concludes with a look to the future, and the SpiNNaker-2 machine which is yet to come

Full Product Details

Author:   Steve Furber (The University of Manchester, UK) ,  Petruț Bogdan (The University of Manchester, UK)
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.670kg
ISBN:  

9781680836523


ISBN 10:   1680836528
Pages:   352
Publication Date:   15 March 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.
Language:   English

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Steve Furber CBE FRS FREng is ICL Professor of Computer Engineering in the Department of Computer Science at the University of Manchester, UK. After completing a BA in mathematics and a PhD in aerodynamics at the University of Cambridge, UK, he spent the 1980s at Acorn Computers, where he was a principal designer of the BBC Microcomputer and the ARM 32-bit RISC microprocessor. Over 130 billion variants of the ARM processor have since been manufactured, powering much of the world's mobile and embedded computing. He moved to the ICL Chair at Manchester in 1990 where he leads research into asynchronous and low-power systems and, more recently, neural systems engineering, where the SpiNNaker project has delivered a computer incorporating a million ARM processors optimised for brain modelling applications.

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