Nonlinear Vision Determination Of Neural Receptive Fields Function And Networks
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Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks
This text brings to vision research a treatment different from that often found in books on the subject in its emphasis on nonlinear aspects of vision, from human perception to eye cells of the fly. There is considerable emphasis on mathematics, which forms not only models but the algorithms for processing data.
Nonlinear Dynamic Modeling of Physiological Systems
Author: Professor Vasilis Z. Marmarelis
language: en
Publisher: John Wiley & Sons
Release Date: 2004-09-03
The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a practical context. A considerable body of knowledge has accumulated over the last thirty years in this area of research. This book summarizes that progress, and details the most recent methodologies that offer practical solutions to this daunting problem. Implementation and application are discussed, and examples are provided using both synthetic and actual experimental data. This essential study of nonlinearities in physiology apprises researchers and students of the latest findings and techniques in the field.