Recurrent Neural Networks - Amit Kumar Tyagi & Ajith Abraham

Recurrent Neural Networks

By Amit Kumar Tyagi & Ajith Abraham

  • Release Date: 2022-08-08
  • Genre: Engineering

The text discusses recurrent neural networks for prediction and offers new insights into the learning algorithms, architectures, and stability of recurrent neural networks. It discusses important topics including recurrent and folding networks, long short-term memory (LSTM) networks, gated recurrent unit neural networks, language modeling, neural network model, activation function, feed-forward network, learning algorithm, neural turning machines, and approximation ability. The text discusses diverse applications in areas including air pollutant modeling and prediction, attractor discovery and chaos, ECG signal processing, and speech processing. Case studies are interspersed throughout the book for better understanding.

FEATURES
Covers computational analysis and understanding of natural languages Discusses applications of recurrent neural network in e-Healthcare Provides case studies in every chapter with respect to real-world scenarios Examines open issues with natural language, health care, multimedia (Audio/Video), transportation, stock market, and logistics
The text is primarily written for undergraduate and graduate students, researchers, and industry professionals in the fields of electrical, electronics and communication, and computer engineering/information technology.

Comments:

12 Comments
Taylor Mackenzie
Amazing! I love this site
Aston Ayers
Only Signup is easy and free, finally I can read this book Recurrent Neural Networks with good quality. Thank you!
Ashley Ann
Been waiting to download this book for months. and finally came out too
Cheryl Lynn
This book Recurrent Neural Networks is very nice, with quick read and download
Erin Cochran Cole
Great selection and quality is better than many Book Store, no kidding.
Kyle Magner
yes, i am also through this to download books
Eric Mn
Yes this really works! Just got my free account
Terry Barnes
One of the best book I've seen this year!
Pastor Shahuano
Excited, Happy Reading guys !!!
Laura Velez Garcia
Thanks, I'm so glad to be reading this book
Wouter van der Giessen
Laura Velez Garcia yes same me too
Janet McCann
Sign up was really easy. Less than 1 minute I was hooked up