Abstract
Multiple single neuron responses were recorded from a single electrode in VI of alert, behaving monkeys. Drifting sinusoidal gratings were presented in the cells' overlapping receptive fields, and the stimulus was varied along several visual dimensions. The degree of dimensional separability was calculated for a large population of neurons, and found to be a continuum. Several cells showed different temporal response dependencies to variation of different stimulus dimensions, i.e. the tuning of the modulated firing was not necessarily the same as that of the mean firing rate. We describe a multidimensional receptive field, and use simultaneously recorded responses to compute a multi-neuron receptive field, describing the information processing capabilities of a group of cells. Using dynamic correlation analysis, we propose several computational schemes for multidimensional spatiotemporal tuning for groups of cells. The implications for neuronal coding of stimuli are discussed.
| Original language | English |
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| Title of host publication | Advances in Neural Information Processing Systems 5, NIPS 1992 |
| Editors | Stephen Jose Hanson, Jack D. Cowan, C. Lee Giles |
| Publisher | Neural information processing systems foundation |
| Pages | 377-384 |
| Number of pages | 8 |
| ISBN (Electronic) | 1558602747, 9781558602748 |
| DOIs | |
| State | Published - 1992 |
| Event | 5th Advances in Neural Information Processing Systems, NIPS 1992 - Denver, United States Duration: 30 Nov 1992 → 3 Dec 1992 |
Publication series
| Name | Advances in Neural Information Processing Systems |
|---|---|
| Volume | 5 |
| ISSN (Print) | 1049-5258 |
Conference
| Conference | 5th Advances in Neural Information Processing Systems, NIPS 1992 |
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| Country/Territory | United States |
| City | Denver |
| Period | 30/11/92 → 3/12/92 |
Bibliographical note
Publisher Copyright:© 1992 Neural information processing systems foundation. All rights reserved.