Mem-elements for neuromorphic circuits with artificial intelligence applications. (2021)

• Record Type: Book
• Further Information: Note: Edited by Christos Volos, Viet-Thanh Pham.
• Editors: Volos, Christos; Pham, Viet-Thanh
• Contents: Part I: Mem-elements and their emulators 1. The fourth circuit element was found: a brief history 2. Implementing memristor emulators in hardware 3. On the FPGA implementation of chaotic oscillators based on memristive circuits 4. Microwave memristive components for smart RF front-end modules 5. The modeling of memcapacitor oscillator motion with ANN and its nonlinear control application 6. Rich dynamics of memristor based Liénard systems 7. Hidden extreme multistability generated from a novel memristive two-scroll chaotic system 8. Extreme multistability, hidden chaotic attractors and amplitude controls in an absolute memristor Van der Pol–Duffing circuit: dynamical analysis and electronic implementation 9. Memristor-based novel 4D chaotic system without equilibria 10. Memristor Helmholtz oscillator: analysis, electronic implementation, synchronization and chaos control using single controller 11. Design guidelines for physical implementation of fractional-order integrators and its application in memristive systems 12. Control of bursting oscillations in memristor based Wien-bridge oscillator Part II: Applications of mem-elements 13. Memristor, mem-systems and neuromorphic applications: a review 14. Guidelines for benchmarking non-ideal analog memristive crossbars for neural networks 15. Bipolar resistive switching in biomaterials: case studies of DNA and melanin-based bio-memristive devices 16. Nonvolatile memristive logic: a road to in-memory computing 17. Implementation of organic RRAM with ink-jet printer: from design to using in RFID-based application 18. Neuromorphic vision networks for face recognition 19. Synaptic devices based on HfO2 memristors 20. Analog circuit integration of backpropagation learning in memristive HTM architecture 21. Multi-stable patterns coexisting in memristor synapse-coupled Hopfield neural network 22. Fuzzy memristive networks 23. Fuzzy integral sliding mode technique for synchronization of memristive neural networks 24. Robust adaptive control of fractional-order memristive neural networks 25. Learning memristive spiking neurons and beyond
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations
• Subjects: 006.32; Neuromorphics; Artificial intelligence; Memristors
• Languages: English
• ISBNs: 9780128232026
• Related ISBNs: 9780128211847
• Notes: Note: Description based on CIP data; resource not viewed.
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