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Book Synopsis

Why Spintronics-Based Neuromorphic Computing?.- Introduction to Nanomagnetism and Spintronics.- Introduction to Computing.- Introduction to Neural Networks.- Ferromagnetic Domain-Wall Devices as Synapses and Neurons.- Design of Non-Spiking Neural Networks with Domain-Wall Devices.- Design of Spiking Neural Networks with Domain-Wall Devices.- Spintronic Oscillators and Their Synchronization Properties.- Neuromorphic Computing using Spintronic Oscillators.- Neural Networks and Probabilistic Computing Through Stochastic Magnetic Switching.

SpintronicsBased Neuromorphic Computing

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    A Hardback by Debanjan Bhowmik

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      Publisher: Springer
      Publication Date: Publication Date: 7/16/2024
      ISBN13: 9789819744442, 978-9819744442
      ISBN10: 981974444X

      Description

      Book Synopsis

      Why Spintronics-Based Neuromorphic Computing?.- Introduction to Nanomagnetism and Spintronics.- Introduction to Computing.- Introduction to Neural Networks.- Ferromagnetic Domain-Wall Devices as Synapses and Neurons.- Design of Non-Spiking Neural Networks with Domain-Wall Devices.- Design of Spiking Neural Networks with Domain-Wall Devices.- Spintronic Oscillators and Their Synchronization Properties.- Neuromorphic Computing using Spintronic Oscillators.- Neural Networks and Probabilistic Computing Through Stochastic Magnetic Switching.

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