Neural Networks category: 100 books
Python Deep Learning
Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Language: English
Release Date: January 16, 2019
Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries
Key Features
Build a strong foundation in neural networks and deep learning with Python libraries
Explore advanced deep learning techniques and their applications across computer vision...
Keras Deep Learning Cookbook
Over 30 recipes for implementing deep neural networks in Python
Language: English
Release Date: October 31, 2018
Leverage the power of deep learning and Keras to develop smarter and more efficient data models
Key Features
Understand different neural networks and their implementation using Keras
Explore recipes for training and fine-tuning your neural network models
Put your deep learning knowledge to practice...
Neural Network Systems Techniques and Applications
Advances in Theory and Applications
Language: English
Release Date: February 9, 1998
The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference...
by D. R. Baughman, Y. A. Liu
Language: English
Release Date: June 28, 2014
Language: English
Release Date: June 28, 2014
Neural networks have received a great deal of attention among scientists and engineers. In chemical engineering, neural computing has moved from pioneering projects toward mainstream industrial applications. This book introduces the fundamental principles of neural computing, and is the first to focus...
by Omid Omidvar, David L. Elliott
Language: English
Release Date: February 24, 1997
Language: English
Release Date: February 24, 1997
Control problems offer an industrially important application and a guide to understanding control systems for those working in Neural Networks. Neural Systems for Control represents the most up-to-date developments in the rapidly growing aplication area of neural networks and focuses on research in...
by Cornelius T. Leondes, Cornelius T. Leondes
Language: English
Release Date: February 9, 1998
Language: English
Release Date: February 9, 1998
This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective...
by Cornelius T. Leondes, Cornelius T. Leondes
Language: English
Release Date: February 9, 1998
Language: English
Release Date: February 9, 1998
This volume covers the integration of fuzzy logic and expert systems. A vital resource in the field, it includes techniques for applying fuzzy systems to neural networks for modeling and control, systematic design procedures for realizing fuzzy neural systems, techniques for the design of rule-based...
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Language: English
Release Date: May 5, 2016
Language: English
Release Date: May 5, 2016
In recent years, Higher Order Neural Networks (HONNs) have been widely adopted by researchers for applications in control signal generating, pattern recognition, nonlinear recognition, classification, and predition of control and recognition scenarios. Due to the fact that HONNs have been proven to...
Hands-On Convolutional Neural Networks with TensorFlow
Solve computer vision problems with modeling in TensorFlow and Python
Language: English
Release Date: August 28, 2018
Learn how to apply TensorFlow to a wide range of deep learning and Machine Learning problems with this practical guide on training CNNs for image classification, image recognition, object detection and many computer vision challenges.
Key Features
Learn the fundamentals of Convolutional Neural...
Deep Learning Essentials
Your hands-on guide to the fundamentals of deep learning and neural network modeling
Language: English
Release Date: January 30, 2018
Get to grips with the essentials of deep learning by leveraging the power of Python
Key Features
Your one-stop solution to get started with the essentials of deep learning and neural network modeling
Train different kinds of neural networks to tackle various problems in Natural Language Processing,...
Machine Learning Box Set
2 Books in 1
Language: English
Release Date: November 22, 2018
Book 1: Machine Learning
This book is an introduction to basic machine learning and artificial intelligence. It gives you a list of applications, and also a few examples of the different types of machine learning.
Here Is A Preview Of What You'll Learn...
Introduction to Machine...
Discrete-Time Neural Observers
Analysis and Applications
Language: English
Release Date: February 6, 2017
Discrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outputs. The book includes rigorous mathematical analyses, based on the Lyapunov approach, that guarantee...
by Raghava Shankar, Srikanth RC cherukupalli-M.TECH
Language: English
Release Date: December 30, 2016
Language: English
Release Date: December 30, 2016
Artificial Nеurаl Nеtwоrkѕ (ANNѕ) аrе biоlоgiсаllу inspired. Specifically, thеу bоrrоw ideas frоm thе mаnnеr in whiсh the humаn brаin wоrkѕ. The humаn brаin iѕ соmроѕеd оf special сеllѕ саllеd nеurоnѕ. Eѕtimаtеѕ оf thе numbеr оf nеurоnѕ in a...
Deep Learning Fundamentals in Python
Master Data Science and Machine Learning with Modern Neural Networks written in Python, Theano, and TensorFlow
Language: English
Release Date: September 25, 2016
Deep learning is making waves. At the time of this writing (March 2016), Google’s AlghaGo program just beat 9-dan professional Go player Lee Sedol at the game of Go, a Chinese board game.
Experts in the field of Artificial Intelligence thought we were 10 years away from achieving a victory...