2005

Computational Maps in the Visual Cortex

ISBN: 978-0-387-22024-6 (Print) 978-0-387-28806-2 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-xxix

  2. Foundations

    1. No Access

      Book Chapter

      Pages 3-13

      Introduction

    2. No Access

      Book Chapter

      Pages 15-37

      Biological Background

    3. No Access

      Book Chapter

      Pages 39-64

      Computational Foundations

  3. Input-driven Self-organization

    1. No Access

      Book Chapter

      Pages 67-83

      LISSOM: A Computational Map Model of V1

    2. No Access

      Book Chapter

      Pages 85-132

      Development of Maps and Connections

    3. No Access

      Book Chapter

      Pages 133-153

      Understanding Plasticity

    4. No Access

      Book Chapter

      Pages 155-172

      Understanding Visual Performance: The Tilt Aftereffect

  4. Constructing Visual Function

    1. No Access

      Book Chapter

      Pages 175-187

      HLISSOM: A Hierarchical Model

    2. No Access

      Book Chapter

      Pages 189-202

      Understanding Low-Level Development: Orientation Maps

    3. No Access

      Book Chapter

      Pages 203-238

      Understanding High-Level Development: Face Detection

  5. Perceptual Grouping

    1. No Access

      Book Chapter

      Pages 241-255

      PGLISSOM: A Perceptual Grouping Model

    2. No Access

      Book Chapter

      Pages 257-271

      Temporal Coding

    3. No Access

      Book Chapter

      Pages 273-304

      Understanding Perceptual Grouping: Contour Integration

  6. Evaluation and Future Directions

    1. No Access

      Book Chapter

      Pages 307-324

      Computations in Visual Maps

    2. No Access

      Book Chapter

      Pages 325-343

      Scaling LISSOM simulations

    3. No Access

      Book Chapter

      Pages 345-373

      Discussion: Biological Assumptions and Predictions

    4. No Access

      Book Chapter

      Pages 375-408

      Future Work: Computational Directions

    5. No Access

      Book Chapter

      Pages 409-412

      Conclusion

  7. Back Matter

    Pages 413-538