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Primer to Neuromorphic Computing

1st Edition - September 1, 2024

Editors: Harish Garg, Jyotir Moy Chatterjee, R Sujatha, Shatrughan Modi

Language: English
Paperback ISBN:
9 7 8 - 0 - 4 4 3 - 2 1 4 8 0 - 6
eBook ISBN:
9 7 8 - 0 - 4 4 3 - 2 1 4 8 2 - 0

Primer to Neuromorphic Computing highlights critical and ongoing research into the diverse applications of neuromorphic computing. It includes an overview of primary scientifi… Read more

Primer to Neuromorphic Computing

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Primer to Neuromorphic Computing highlights critical and ongoing research into the diverse applications of neuromorphic computing. It includes an overview of primary scientific concepts for the research topic of neuromorphic computing, such as neurons as computational units, artificial intelligence, machine learning and neuromorphic models. It also discusses the fundamental design method and organization of neuromorphic architecture.

Hardware for neuromorphic systems can be developed by exploiting the magnetic properties of different materials. These systems are more energy efficient and enable faster computation . Magnetic tunnel junctions and magnetic textures can be employed to act as neurons and synapses. Neuromorphic systems have general intelligence like humans as they can apply knowledge gained in one domain to other domains.