From the perceptron to the cerebellum
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| Název: | From the perceptron to the cerebellum |
|---|---|
| Autoři: | Brunel, Nicolas, Hakim, Vincent, Nadal, Jean-Pierre |
| Přispěvatelé: | NADAL, Jean-Pierre |
| Zdroj: | Comptes Rendus. Physique. 26:463-477 |
| Publication Status: | Preprint |
| Informace o vydavateli: | Cellule MathDoc/Centre Mersenne, 2025. |
| Rok vydání: | 2025 |
| Témata: | Perceptron, [PHYS.PHYS.PHYS-BIO-PH] Physics [physics]/Physics [physics]/Biological Physics [physics.bio-ph], Neurosciences théoriques, FOS: Physical sciences, Cervelet, Theoretical neuroscience, Disordered Systems and Neural Networks (cond-mat.dis-nn), Condensed Matter - Disordered Systems and Neural Networks, [PHYS.COND.CM-DS-NN] Physics [physics]/Condensed Matter [cond-mat]/Disordered Systems and Neural Networks [cond-mat.dis-nn], Biological Physics (physics.bio-ph), Cerebellum, Quantitative Biology - Neurons and Cognition, FOS: Biological sciences, Neurons and Cognition (q-bio.NC), [SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Physics - Biological Physics |
| Popis: | The perceptron has served as a prototypical neuronal learning machine in the physics community interested in neural networks and artificial intelligence, which included Gérard Toulouse as one of its prominent figures. It has also been used as a model of Purkinje cells of the cerebellum, a brain structure involved in motor learning, in the early influential theories of David Marr and James Albus. We review these theories, more recent developments in the field, and highlight questions of current interest. |
| Druh dokumentu: | Article |
| Popis souboru: | application/pdf |
| Jazyk: | English |
| ISSN: | 1878-1535 |
| DOI: | 10.5802/crphys.251 |
| DOI: | 10.48550/arxiv.2505.14355 |
| Přístupová URL adresa: | http://arxiv.org/abs/2505.14355 https://hal.science/hal-05100143v1 https://hal.science/hal-05100143v1/document https://doi.org/10.5802/crphys.251 |
| Rights: | CC BY CC BY NC ND |
| Přístupové číslo: | edsair.doi.dedup.....de0a97fa4b229a6014cf7a37a35f13f0 |
| Databáze: | OpenAIRE |
Nájsť tento článok vo Web of Science | Abstrakt: | The perceptron has served as a prototypical neuronal learning machine in the physics community interested in neural networks and artificial intelligence, which included Gérard Toulouse as one of its prominent figures. It has also been used as a model of Purkinje cells of the cerebellum, a brain structure involved in motor learning, in the early influential theories of David Marr and James Albus. We review these theories, more recent developments in the field, and highlight questions of current interest. |
|---|---|
| ISSN: | 18781535 |
| DOI: | 10.5802/crphys.251 |