Advances in Neuromorphic Memristor Science and Applications

Part I Fundamental Concepts of Memristors and Neuromorphic Systems. - Prolog ? Memristor Minds. - 1. Are Memristors the Future of AI? ? A Review of Recent Progress and Future Perspectives. - 2. Biologically-Inspired Electronics with Memory Circuit Elements. - 3. Persuading Computers to Act More Like Brains. - 4. Memristors for More Than Just Memory: How to Use Learning to Expand Applications. - Part II Computational Models of Memristors. - 5. Computational Intelligence and Neuromorphic Computing Architectures. - 6. Reconfigurable Memristor Fabrics for Heterogeneous Computing. - 7. Statistical Memristor Model and Its Applications in Neuromorphic Computing. - 8. Adaptive Resonance Theory Design in Mixed Memristive-Fuzzy Hardware. - 9. Memristor SPICE Modeling. - Part III. Hardware Embodiments with Memristive Properties and Applications. - 10. Energy-Efficient Memristive Analog and Digital Electronics. - 11. Memristor Models for Pattern Recognition Systems. - 12. Phase Change Memory and Chalcogenide Materials Neuromorphic Applications: Emphasis on Synaptic Plasticity. - 13. A Columnar V1/V2 Visual Cortex Model and Emulation. - 14. Polymer and Nanoparticle-Composite Bistable Devices: Physics of Operation and Initial Applications.