Neural Networks category: 100 books
Ad Hoc and Sensor Networks
Theory and Applications
Language: English
Release Date: February 28, 2011
This book provides a comprehensive yet easy coverage of ad hoc and sensor networks and fills the gap of existing literature in this growing field. It emphasizes that there is a major interdependence among various layers of the network protocol stack. Contrary to wired or even one-hop cellular networks,...
by Michael Beyeler
Language: English
Release Date: July 14, 2017
Language: English
Release Date: July 14, 2017
Expand your OpenCV knowledge and master key concepts of machine learning using this practical, hands-on guide.
About This Book
Load, store, edit, and visualize data using OpenCV and Python
Grasp the fundamental concepts of classification, regression, and clustering
Understand, perform, and experiment...
Handbook on Computational Intelligence
In 2 Volumes
Language: English
Release Date: March 18, 2016
With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social...
Python: Advanced Guide to Artificial Intelligence
Expert machine learning systems and intelligent agents using Python
Language: English
Release Date: December 21, 2018
Demystify the complexity of machine learning techniques and create evolving, clever solutions to solve your problems
Key Features
Master supervised, unsupervised, and semi-supervised ML algorithms and their implementation
Build deep learning models for object detection, image classification,...
by Tao Song, Pan Zheng, Mou Ling Dennis Wong;Xun Wang
Language: English
Release Date: April 5, 2019
Language: English
Release Date: April 5, 2019
Bio-inspired computing (BIC) focuses on the designs and developments of computer algorithms and models based on biological mechanisms and living phenomena. It is now a major subfield of natural computation that leverages on the recent advances in computer science, biology and mathematics.
The...
Reinforcement Learning with TensorFlow
A beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym
Language: English
Release Date: April 24, 2018
Leverage the power of the Reinforcement Learning techniques to develop self-learning systems using Tensorflow
Key Features
Learn reinforcement learning concepts and their implementation using TensorFlow
Discover different problem-solving methods for Reinforcement Learning
Apply reinforcement...
Neurocomputational Models of Cognitive Development and Processing
Proceedings of the 14th Neural Computation and Psychology Workshop
Language: English
Release Date: September 29, 2016
This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK. The workshop draws international attendees from the cutting edge of interdisciplinary research in psychology,...
by Guido Caldarelli, Michele Catanzaro
Language: English
Release Date: November 1, 2012
Language: English
Release Date: November 1, 2012
From ecosystems to Facebook, from the Internet to the global financial market, some of the most important and familiar natural systems and social phenomena are based on a networked structure. It is impossible to understand the spread of an epidemic, a computer virus, large-scale blackouts, or massive...
Intelligent Systems for Optical Networks Design
Advancing Techniques
Language: English
Release Date: March 31, 2013
As the increased demand for high-speed communication creates an interest in the development of optical networks, intelligent all optical networks have emerged as the next generation for reliable and fast connections. Intelligent Systems for Optical Networks Design: Advancing Techniques is a comprehensive...
by Daniel Whitenack
Language: English
Release Date: September 26, 2017
Language: English
Release Date: September 26, 2017
Build simple, maintainable, and easy to deploy machine learning applications.
About This Book
Build simple, but powerful, machine learning applications that leverage Go's standard library along with popular Go packages.
Learn the statistics, algorithms, and techniques needed to successfully implement...
Artificial Intelligence for Big Data
Complete guide to automating Big Data solutions using Artificial Intelligence techniques
Language: English
Release Date: May 22, 2018
Build next-generation Artificial Intelligence systems with Java
Key Features
Implement AI techniques to build smart applications using Deeplearning4j
Perform big data analytics to derive quality insights using Spark MLlib
Create self-learning systems using neural networks, NLP, and reinforcement...
Python Reinforcement Learning
Solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow
Language: English
Release Date: April 18, 2019
Apply modern reinforcement learning and deep reinforcement learning methods using Python and its powerful libraries
Key Features
Your entry point into the world of artificial intelligence using the power of Python
An example-rich guide to master various RL and DRL algorithms
Explore the power...
Lifelong Machine Learning
Second Edition
Language: English
Release Date: August 14, 2018
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given...
by Saurabh Kapur
Language: English
Release Date: August 24, 2017
Language: English
Release Date: August 24, 2017
Unleash the power of computer vision with Python to carry out image processing and computer vision techniques
About This Book
Learn how to build a full-fledged image processing application using free tools and libraries
Perform basic to advanced image and video stream processing with OpenCV's...