dorsal/arxiv
View SchemaMemorization in a neural network with adjustable transfer function and conditional gating
| Authors | Gabriele Scheler |
|---|---|
| Categories | |
| ArXiv ID | q-bio/0403011 |
| URL | https://arxiv.org/abs/q-bio/0403011 |
Abstract
The main problem about replacing LTP as a memory mechanism has been to find other highly abstract, easily understandable principles for induced plasticity. In this paper we attempt to lay out such a basic mechanism, namely intrinsic plasticity. Important empirical observations with theoretical significance are time-layering of neural plasticity mediated by additional constraints to enter into later stages, various manifestations of intrinsic neural properties, and conditional gating of synaptic connections. An important consequence of the proposed mechanism is that it can explain the usually latent nature of memories.
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"date_created": "2026-03-02T18:01:31.670000Z",
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"abstract": "The main problem about replacing LTP as a memory mechanism has been to find\nother highly abstract, easily understandable principles for induced plasticity.\nIn this paper we attempt to lay out such a basic mechanism, namely intrinsic\nplasticity. Important empirical observations with theoretical significance are\ntime-layering of neural plasticity mediated by additional constraints to enter\ninto later stages, various manifestations of intrinsic neural properties, and\nconditional gating of synaptic connections. An important consequence of the\nproposed mechanism is that it can explain the usually latent nature of\nmemories.",
"arxiv_id": "q-bio/0403011",
"authors": [
"Gabriele Scheler"
],
"categories": [
"q-bio.NC",
"cs.NE"
],
"title": "Memorization in a neural network with adjustable transfer function and conditional gating",
"url": "https://arxiv.org/abs/q-bio/0403011"
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