Book contents
- Frontmatter
- Contents
- List of Contributors
- Preface
- 1 Introductory Information Theory and the Brain
- Part One Biological Networks
- Part Two Information Theory and Artificial Networks
- 5 Experiments with Low-Entropy Neural Networks
- 6 The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons
- 7 Dynamic Changes in Receptive Fields Induced by Cortical Reorganization
- 8 Time to Learn About Objects
- 9 Principles of Cortical Processing Applied to and Motivated by Artificial Object Recognition
- 10 Performance Measurement Based on Usable Information
- Part Three Information Theory and Psychology
- Part Four Formal Analysis
- Bibliography
- Index
7 - Dynamic Changes in Receptive Fields Induced by Cortical Reorganization
from Part Two - Information Theory and Artificial Networks
Published online by Cambridge University Press: 04 May 2010
- Frontmatter
- Contents
- List of Contributors
- Preface
- 1 Introductory Information Theory and the Brain
- Part One Biological Networks
- Part Two Information Theory and Artificial Networks
- 5 Experiments with Low-Entropy Neural Networks
- 6 The Emergence of Dominance Stripes and Orientation Maps in a Network of Firing Neurons
- 7 Dynamic Changes in Receptive Fields Induced by Cortical Reorganization
- 8 Time to Learn About Objects
- 9 Principles of Cortical Processing Applied to and Motivated by Artificial Object Recognition
- 10 Performance Measurement Based on Usable Information
- Part Three Information Theory and Psychology
- Part Four Formal Analysis
- Bibliography
- Index
Summary
Introduction
It has been experimentally observed that the receptive fields (RF) of cortical cells have a dynamic nature. For instance, it was found that some time (of the order of minutes) after the occurrence of a retinal lesion the area of the RF increased by a factor of order 5 (Gilbert and Wiesel, 1992), and that cortical cells with their classical RF inside the damaged region recovered their activity. A similar effect can be obtained without the existence of real lesions. Stimuli can emulate the lesion if they are localized; that is, if there is some small part of input space that receives stimulation strongly different from their surround. Lack of stimulation in a small region of the visual space produces an effect similar to a scotoma. Experiments with localized stimuli have been done in both the visual (Pettet and Gilbert, 1992) and the somatosensory systems (Jenkins et al., 1990).
These changes in the RFs of cortical neurons can be quantitatively studied with psychophysical experiments. For instance, changes in RF sizes are reflected in a systematic bias in feature localization tasks. It has been found (Kapadia et al., 1994) that the ability to determine the relative position of a short line segment in the middle of another two, presented close to the border of the artificial scotoma, was strongly biased in a way that is consistent with the expansion of RFs of neurons in the cortical scotoma.
It has been speculated (Gilbert, 1992; Pettet and Gilbert, 1992) that the expansion of RF sizes is responsible for the perceptual filling-in effect (Ramachandran and Gregory, 1991) and other visual illusions.
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- Information Theory and the Brain , pp. 122 - 138Publisher: Cambridge University PressPrint publication year: 2000