Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks

Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks PDF Author: Robert B. Pinter
Publisher: CRC Press
ISBN: 1351083511
Category : Technology & Engineering
Languages : en
Pages : 563

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Book Description
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 Vision: Determination of Neural Receptive Fields, Function, and Networks

Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks PDF Author: Robert B. Pinter
Publisher: CRC Press
ISBN: 1351083511
Category : Technology & Engineering
Languages : en
Pages : 563

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Book Description
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.

Computational Models of Visual Processing

Computational Models of Visual Processing PDF Author: Michael S. Landy
Publisher: MIT Press
ISBN: 9780262121552
Category : Medical
Languages : en
Pages : 420

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Book Description
The more than twenty contributions in this book, all new and previously unpublished, provide an up-to-date survey of contemporary research on computational modeling of the visual system. The approaches represented range from neurophysiology to psychophysics, and from retinal function to the analysis of visual cues to motion, color, texture, and depth. The contributions are linked thematically by a consistent consideration of the links between empirical data and computational models in the study of visual function. An introductory chapter by Edward Adelson and James Bergen gives a new and elegant formalization of the elements of early vision. Subsequent sections treat receptors and sampling, models of neural function, detection and discrimination, color and shading, motion and texture, and 3D shape. Each section is introduced by a brief topical review and summary. ContributorsEdward H. Adelson, Albert J. Ahumada, Jr., James R. Bergen, David G. Birch, David H. Brainard, Heinrich H. Bülthoff, Charles Chubb, Nancy J. Coletta, Michael D'Zmura, John P. Frisby, Norma Graham, Norberto M. Grzywacz, P. William Haake, Michael J. Hawken, David J. Heeger, Donald C. Hood, Elizabeth B. Johnston, Daniel Kersten, Michael S. Landy, Peter Lennie, J. Stephen Mansfield, J. Anthony Movshon, Jacob Nachmias, Andrew J. Parker, Denis G. Pelli, Stephen B. Pollard, R. Clay Reid, Robert Shapley, Carlo L. M. Tiana, Brian A. Wandell, Andrew B. Watson, David R. Williams, Hugh R. Wilson, Yuede. Yang, Alan L. Yuille

Analysis and Modeling of Neural Systems

Analysis and Modeling of Neural Systems PDF Author: Frank H. Eeckman
Publisher: Springer Science & Business Media
ISBN: 1461540100
Category : Computers
Languages : en
Pages : 400

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Book Description
I - Analysis and Modeling Tools and Techniques.- Section 1: Analysis.- Assembly Connectivity and Activity: Methods, Results, Interpretations.- Visualization of Cortical Connections With Voltage Sensitive Dyes.- Channels, Coupling, and Synchronized Rhythmic Bursting Activity.- Sparse-stimulation and Wiener Kernels.- Quantitative Search for Stimulus-Specific Patterns in the Human Electroencephalogram (EEG) During a Somatosensory Task.- Section 2: Modeling.- Functional Insights About Synaptic Inputs to Dendrites.- Dendritic Control of Hebbian Computations.- Low Threshold Spikes and Rhythmic Oscil.

Cerebral Cortex

Cerebral Cortex PDF Author: Philip S. Ulinski
Publisher: Springer Science & Business Media
ISBN: 9780306457272
Category : Medical
Languages : en
Pages : 612

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Book Description
This volume is devoted to mathematical models of the cortex. Computational models of individual neurons and ensembles of neurons are increasingly used in research on cortical organization and function. This is, in part, because of the now ubiquitous presence of powerful and affordable computers. The volume begins with a short history of models of cortical neurons and circuitry that introduces the principal modeling styles. An attempt has been made throughout the volume to make it accessible to readers with minimal mathematical backgrounds.

Functional Information Processing in the Visual Cortex of the Cat

Functional Information Processing in the Visual Cortex of the Cat PDF Author: Anthony Merrill Truchard
Publisher:
ISBN:
Category :
Languages : en
Pages : 596

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Book Description


Journal of the Optical Society of America

Journal of the Optical Society of America PDF Author:
Publisher:
ISBN:
Category : Imaging systems
Languages : en
Pages : 678

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Book Description


How We Learn, how We Remember

How We Learn, how We Remember PDF Author: Leon N. Cooper
Publisher: World Scientific
ISBN: 9789810218157
Category : Medical
Languages : en
Pages : 416

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Book Description
Leon Cooper's somewhat peripatetic career has resulted in work in quantum field theory, superconductivity, the quantum theory of measurement as well as the mechanisms that underly learning and memory. He has written numerous essays on a variety of subjects as well as a highly regarded introduction to the ideas and methods of physics for non-physicists. Among the many accolades, he has received (some deserved) one he likes specially is the comment of an anonymous reviewer who characterized him as ?a nonsense physicist?.This compilation of papers presents the evolution of his thinking on mechanisms of learning, memory storage and higher brain function. The first half proceeds from early models of memory and synaptic plasticity to a concrete theory that has been put into detailed correspondence with experiment and leads to the very current exploration of the molecular basis for learning and memory storage. The second half outlines his efforts to investigate the properties of neural network systems and to explore to what extent they can be applied to real world problems.In all this collection, hopefully, provides a coherent, no-nonsense, account of a line of research that leads to present investigations into the biological basis for learning and memory storage and the information processing and classification properties of neural systems.

Nonlinear Analysis of Binocular Neurons in the Primary Visual Cortex

Nonlinear Analysis of Binocular Neurons in the Primary Visual Cortex PDF Author: Akiyuki Anzai
Publisher:
ISBN:
Category :
Languages : en
Pages : 604

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Seeing

Seeing PDF Author: Karen K. De Valois
Publisher: Academic Press
ISBN: 0080525245
Category : Psychology
Languages : en
Pages : 409

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Book Description
One of the most remarkable things about seeing is how effortless this complex task appears to be. This book provides a comprehensive overview of research on the myriad complexities of this task. Coverage includes such classic topics as color, spatial, and binocular vision, areas that have seen a recent explosion of new information such as motion vision, image formation and sampling, and areas where new tools have allowed a better investigation into processes (e.g. neural representation of shape, visual attention).Seeing is a needed reference for researchers specializing in visual perception and is suitable for advance courses on vision.

Organization of Receptive Fields in the Lateral Geniculate Nucleus

Organization of Receptive Fields in the Lateral Geniculate Nucleus PDF Author: Daqing Cai
Publisher:
ISBN:
Category :
Languages : en
Pages : 418

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Book Description