Logo

Neural Networks by Rolf Pfeifer, Dana Damian, Rudolf Fuchslin

Small book cover: Neural Networks

Neural Networks
by

Publisher: University of Zurich
Number of pages: 111

Description:
Systematic introduction to neural networks, biological foundations; important network classes and learning algorithms; supervised models (perceptrons, adalines, multi-layer perceptrons), support-vector machines, echo-state networks, non-supervised networks (competitive, Kohonen, Hebb), recurrent networks (Hopfield, CTRNNs - continuous-time recurrent neural networks), spiking neural networks, spike-time dependent plasticity, applications.

Download or read it online for free here:
Download link
(8.7MB, PDF)

Similar books

Book cover: Thinking About the BrainThinking About the Brain
by - arXiv
We all are fascinated by the phenomena of intelligent behavior, as generated by our own brains. As physicists we want to understand if there are some general principles that govern the dynamics of the neural circuits that underlie these phenomena.
(10868 views)
Book cover: Neural Fuzzy SystemsNeural Fuzzy Systems
by - Abo Akademi University
This text covers inference mechanisms in fuzzy expert systems, learning rules of feedforward multi-layer supervised neural networks, Kohonen's unsupervised learning algorithm for classification of input patterns, and fuzzy neural hybrid systems.
(13482 views)
Book cover: From Complexity to CreativityFrom Complexity to Creativity
by - Plenum Press
This text applies the concepts of complexity science to provide an explanation of all aspects of human creativity. The book describes the model that integrates ideas from computer science, mathematics, neurobiology, philosophy, and psychology.
(15441 views)
Book cover: Artificial Neural NetworksArtificial Neural Networks
- Wikibooks
Neural networks excel in a number of problem areas where conventional von Neumann computer systems have traditionally been slow and inefficient. This book is going to discuss the creation and use of artificial neural networks.
(15065 views)