Prof Peter Andras P.Andras@napier.ac.uk
Dean of School of Computing Engineering and the Built Environment
Comparing neurophysiological measurements of simulated and real brains
Andras, Peter
Authors
Abstract
The paper presents the comparison of simulated brains with real brains by means of statistical properties of neurophysiological measurements. Two neural models are selected to build a simulated column of the primary visual cortex. The first simulation uses classical neuron models, the second uses more complex neural assembly models that perform computations by using emerging spatio-temporal firing patterns. The comparison indicates that the second, more complex model produces results that are more similar to recordings from real brains.
Citation
Andras, P. (2003). Comparing neurophysiological measurements of simulated and real brains. Neurocomputing, 52-54, 677-682. https://doi.org/10.1016/S0925-2312%2802%2900729-4
| Journal Article Type | Article |
|---|---|
| Online Publication Date | May 20, 2003 |
| Publication Date | 2003-06 |
| Deposit Date | Nov 4, 2021 |
| Journal | Neurocomputing |
| Print ISSN | 0925-2312 |
| Publisher | Elsevier |
| Peer Reviewed | Peer Reviewed |
| Volume | 52-54 |
| Pages | 677-682 |
| DOI | https://doi.org/10.1016/S0925-2312%2802%2900729-4 |
| Keywords | Chaos, Cortex model, Neural networks, Neurophysiological comparison |
| Public URL | http://researchrepository.napier.ac.uk/Output/2808986 |
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