SpiNNaker - A Spiking Neural Network Architecture

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

Table of Contents

1. Origins 2. The SpiNNaker chip 3. Building SpiNNaker machines 4. Stacks of software stacks 5. Applications - doing stuff on the machine 6. From activations to spikes 7. Learning in neural networks 8. Creating the future

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Author Information

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. Petrut, Bogdan is a Research Associate in the Department of Computer Science at the University of Manchester, UK. He received a BSc in Computer Science in 2016 and a PhD in Computer Science in 2019, both from the University of Manchester. His research focused on structural plasticity and real-time modelling of spiking neural networks on SpiNNaker.

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