SpiNNaker - A Spiking Neural Network Architecture

ISBN-13: 9781680836523 / Angielski / Twarda / 2020 / 352 str.

Steve Furber; Petrut Bogdan

Opis

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 books tells the story of the origins of the machine, its development and its deployment.

Spis treści

• 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