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Book Analog Vlsi Circuits用erception Of Visual Motion, By Stoker A. A, English, Paperback, 2007

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book analog vlsi circuits用erception visual motion stoker english paperback 2007
Products Photos CatalogBook Analog Vlsi Photos Catalog

Analog VLSI Circuits猶erception of Visual Motion, by Stoker A. A, English, Paperback, 2007

Product Details


Stoker A. A

Press Science Press

Isbn 9787030182548

Publication Date Jan 2007

Pages 227

Size 16K

Edition First

Cover Paperback

Language English

Page material gelatine plate paper

Product Description:

Computing neuroscience is an emerging field of study in recent years; it has become government-sponsored research direction in many countries in recent years, attracting many young researchers. This book analyzes the calculation problem of the visual perception of movement, the optimization method of simulating network, the most particular characteristic is that it analyzes the principle and algorithm of visual movement processing from the perspective of large-scale integrated circuits realizing etc.




1 Introduction

1.1 Artificial Autonomous Systems

1.2 Neural Computation and Analog Integrated Circuits

2 Visual Motion Perception

2.1 Image Brightness

2.2 Correspondence Problem

2.3 Optical Flow

2.4 Matching Models

2.5 Flow Models

2.6 Outline for a Visual Motion Perception System

2.7 Review of a VLSI Implementations

3 Optimization Networks

3.1 Associative Memory and Optimization

3.2 Constraint Satisfaction Problems

3.3 Winner-takes-all Networks

3.4 Resistive Network

4 Visual Motion Perception Networks

4.1 Model for Optical Flow Estimation

4.2 Network Architecture

4.3 Simulation Results for Natural Image Sequences

4.4 Passive Non-linear Network Conducatances

4.5 Extended Recurrent Network Architectures

4.6 Remarks

5 Analog VLSI Implementation

5.1 Implementation Substrate

5.2 Phototransduction

5.3 Extraction of the Spatio-temporal Brightness Gradients

5.4 Single Optical Flow Unit

5.5 Layout

6 Smooth Optical Flow Chip

6.1 Response Characteristics

6.2 Intersection-of-constraints Solution

6.3 Flow Field Estimation

6.4 Device Mismatch

6.5 Processing Speed

6.6 Applications

7 Extended Network Implementations

7.1 Motion Segmentation Chip

7.2 Motion Selection Chip

8 Comparison to Human Motion Vision

8.1 Human vs.Chip Perception

8.2 Computational Architecture

8.3 Remarks

A Variational Calculus

B Simulation Methods

C Transistors and Basic Circuits

D Process Parameters and Chips Specifications



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