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River Publishers Series in Electronic Materials, Circuits and Devices 

Selected Topics in Intelligent Chips with Emerging Devices, Circuits and Systems Forthcoming

Editors:
Alex James, Digital University Kerala, India
Bhaskar Choubey, Siegen University, Germany

ISBN: 9788770227650
e-ISBN: 9788770227643

Price: € 98.50

Available: July 2022

Quantity -
 

Description:

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


Keywords:

memristor networks, in-memory computing, analog crossbars, spiking neural networks, computational intelligence, NVM, Edge of Chaos, sensors