Models of Neural Networks - 2: Temporal Aspects of Coding and Information Processing in Biological Systems

The theory of neural nets has two new paradigms: information coding through coherent firing of the neurons and structural feedback. The other paradigm, feedback, is a dominant feature of the structural organization of the brain.
This volume provides an in-depth analysis of both paradigms starting with an extensive introduction to the ideas used in the subsequent chapters. In addition, one finds a detailed discussion of salient features such as coherent oscillations and their detection, associative binding and segregation, Hebbian learning, and sensory computations in the visual and olfactory cortex. The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neuronal networks.

Product details

• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.1994
• EAN: 9783540943624
• ISBN: 978-3-540-94362-4
• No. of pages: 347
• Weight: 664 g
• Illustrations: w. 90 figs.
• Sets: Models of Neural Networks; Models of Neural Networks
• Series: Physics of Neural Networks; Physics of Neural Networks
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT