Selected Topics in Intelligent Chips with Emerging Devices, Circuits and Systems
Author | : Alex James |
Publisher | : CRC Press |
Total Pages | : 250 |
Release | : 2023-04-03 |
ISBN-10 | : 9781000873757 |
ISBN-13 | : 1000873757 |
Rating | : 4/5 (57 Downloads) |
Download or read book Selected Topics in Intelligent Chips with Emerging Devices, Circuits and Systems written by Alex James and published by CRC Press. This book was released on 2023-04-03 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Memristors have provided a new direction of thinking for circuit designers to overcome the limits of scalability and for thinking of building systems beyond Moore’s law. Over the last decade, there has been a significant number of innovations in using memristors for building neural networks through analog computing, in-memory computing, and stochastic computing approaches. The emergence of intelligent integrated circuits is inevitable for the future of integrated circuit applications. This book provides a collection of talks conducted as part of the IEEE Seasonal School on Circuits and System, having a focus on Intelligence in Chip: Tomorrow of Integrated Circuits. Technical topics discussed in the book include: Edge of Chaos Theory Explains Complex Phenomena in Memristor Circuits Analog Memristive Computing Designing energy efficient neo-cortex system with on-device learning Integrated sensors Challenges and recent advances in NVM based Neuromorphic Computing ICs In-memory Computing (for deep learning) Deep learning with Spiking Neural Networks Computational Intelligence for Designing Integrated Circuits and Systems Neurochip Design, Modeling, and Applications