The development of neural networks has now reached the stage where they are employed in a large variety of practical contexts. However, to date the majority of such implementations have been in software. While it is generally recognised that hardware implementations could, through performance advantages, greatly increase the use of neural...

The 149 papers presented were carefully selected and improved during two rounds of reviewing and revision. The papers are organized in...

This book and its companion volume, LNCS vols. 6145 and 6146, constitute the proceedings of the International Conference on Swarm Intelligence (ICSI 2010) held in Beijing, the capital of China, during June 12-15, 2010. ICSI 2010 was the first gathering in the world for researchers working on all aspects of swarm intelligence, and...

This is the first part in a two-volume work on neuromodulation. It describes techniques and procedures applied in internal contact with non-neural tissues surrounding the nervous system (dura or cerebrospinal fluid), as in the case of epidural stimulation for pain or intrathecal drug application for the treatment of spasticity and pain. In...

Written by leaders in the field of remote sensing information processing, this work covers the frontiers of remote sensors, especially with effective algorithms for signal/image processing and pattern recognition with remote sensing data. Sensor and data fusion issues, SAR images, hyperspectral images, and related special topics are also...

The aim of this book is to present the collective expertise of the neuromorphic engineering community. It presents the central concepts required for creative and successful design of analog very-large-scale-integrated (VLSI) circuits. The book could support teaching courses, and provides an efficient introduction to new practitioners who have...