Covers: artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps.
This book grew out of a set of course notes for a neural networks module given as part of a...
Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms...
It is widely accepted that the Viking Age (c. 800–1050) stimulated the development of long-distance, regional and local trade and exchange networks. The clearest archaeological evidence for these contacts is mainly in the form of silver artefacts predominantly found in hoards in Northern and Central Europe – the Baltic...
Wireless Sensors and Instruments explains the underlying principles of wireless instruments, which incorporate recent communications technology in instruments and instrumentation systems. This book extensively covers software support at the stand-alone instrument and network levels and includes numerous examples from industrial applications,...
Student-Friendly Coverage of Probability, Statistical Methods, Simulation, and Modeling Tools
Incorporating feedback from instructors and researchers who used the previous edition, Probability and Statistics for Computer Scientists, Second Edition helps students understand general methods of stochastic...
Compressed Video Communications addresses the compression and transmission of coded video streams over mobile IP networks. By analysing a broad spectrum of compression techniques and error resilience algorithms this book provides realistic solutions to the problems of quality degradation and transmission error.
Get full details on major mobile/wireless clients and operating systems-including Windows CE, Palm OS, UNIX, and Windows. You'll learn how to design and implement a solid security system to protect your wireless network and keep hackers out. Endorsed by RSA Security - the most trusted name in e-security - this is your one-stop guide to wireless...
Traditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks. In this practical guide, security researcher Michael Collins shows you several techniques and tools for collecting and analyzing network traffic datasets. You’ll understand how your network is used, and what...
