Neuromorphic Circuits for Nanoscale Devices

ISBN-13: 9788770220606 / Angielski / Twarda / 2019 / 300 str.

Pinaki Mazumder; Yalcin Yilmaz; Idongesit Ebong

Opis

Presents recent research papers from various international conferences and journals to provide insight into how the operational principles of the nanoscale devices can be utilized for the design of neuromorphic circuits for various applications of non-volatile memory, neural network training / learning, and image processing.

Spis treści

• Introduction;
• 1. Crossbar Memory Simulation and Performance Evaluation;
• 2. Memristor Digital Memory;
• 3. Multi-Level Memory Architecture;
• 4. Neuromorphic Building Blocks with Memristors;
• 5. Value Iteration with Memristors;
• 6. 2-D Array of Multi-Peak Resonant Tunneling Diodes Based Color Image Processing;
• 7. Color Image Processing with Multi-Peak Resonant Tunneling Diodes;
• 8. Design of a Velocity-Tuned Filter Using a Matrix of Resonant Tunneling Diodes;
• 9. Image Processing by a Programmable Artificial Retina Comprising Quantum Dots and Memristors;
• 10. Memristor-based Cellular Nonlinear/Neural Network: Design, Analysis and Applications;
• 11. Dynamic analysis of memristor-based neural network and its application;
• Appendix;
• References

O autorze

Pinaki Mazumder, Yalcin Yilmaz, Idongesit Ebong