Advances in Neuromorphic Memristor Science and Applications

Editors:

ISBN: 978-94-007-4490-5 (Print) 978-94-007-4491-2 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages 1-1

  2. Fundamental Concepts of Memristors and Neuromorphic Systems

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-7

      Prolog: Memristor Minds

    3. No Access

      Book Chapter

      Pages 9-14

      Are Memristors the Future of AI?

    4. No Access

      Book Chapter

      Pages 15-36

      Biologically-Inspired Electronics with Memory Circuit Elements

    5. No Access

      Book Chapter

      Pages 37-61

      Persuading Computers to Act More Like Brains

    6. No Access

      Book Chapter

      Pages 63-73

      Memristors for More Than Just Memory: How to Use Learning to Expand Applications

  3. Computational Models of Memristors

    1. Front Matter

      Pages 75-75

    2. No Access

      Book Chapter

      Pages 77-88

      Computational Intelligence and Neuromorphic Computing Architectures

    3. No Access

      Book Chapter

      Pages 89-106

      Reconfigurable Memristor Fabrics for Heterogeneous Computing

    4. No Access

      Book Chapter

      Pages 107-131

      Statistical Memristor Model and Its Applications in Neuromorphic Computing

    5. No Access

      Book Chapter

      Pages 133-153

      Adaptive Resonance Theory Design in Mixed Memristive-Fuzzy Hardware

    6. No Access

      Book Chapter

      Pages 155-178

      Phase Change Memory and Chalcogenide Materials for Neuromorphic Applications: Emphasis on Synaptic Plasticity

  4. Hardware Embodiments with Memristive Properties and Applications

    1. Front Matter

      Pages 179-179

    2. No Access

      Book Chapter

      Pages 181-209

      Energy-Efficient Memristive Analog and Digital Electronics

    3. No Access

      Book Chapter

      Pages 211-244

      Memristor SPICE Modeling

    4. No Access

      Book Chapter

      Pages 245-267

      Memristor Models for Pattern Recognition Systems

    5. No Access

      Book Chapter

      Pages 269-290

      A Columnar V1/V2 Visual Cortex Model and Emulation

    6. No Access

      Book Chapter

      Pages 291-314

      Polymer and Nanoparticle-Composite Bistable Devices: Physics of Operation and Initial Applications

  5. Back Matter

    Pages 306-306