Reservoir Computing - Echo State Networks and Liquid State Machines: Vikram Sankhala Lecture Notes

by vikram sankhala, Mr Vikram Singh Sankhala

"Reservoir Computing" is a comprehensive and accessible guide to one of the most exciting fields in artificial intelligence. This book delves into the principles, architecture, and applications of reservoir computing, showcasing its prowess in handling time-series data, speech recognition, and control systems. With real-world case studies and hands-on examples, readers will learn how to implement and optimize reservoir networks for their own projects. Whether you're a seasoned researcher or a curious enthusiast, this book is a must-have resource for exploring the frontiers of Reservoir Computing.

83 pages, Hardcover

Published July 20, 2023