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The gradient clusteron: A model neuron that learns to solve classification tasks via dendritic nonlinearities, structural plasticity, and gradient descent

Synaptic clustering on neuronal dendrites has been hypothesized to play an important role in implementing pattern recognition. Neighboring synapses on a dendritic branch can interact in a synergistic, cooperative manner via nonlinear voltage-dependent mechanisms, such as NMDA receptors. Inspired by...

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Detalles Bibliográficos
Autores principales: Moldwin, Toviah, Kalmenson, Menachem, Segev, Idan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8177649/
https://www.ncbi.nlm.nih.gov/pubmed/34029309
http://dx.doi.org/10.1371/journal.pcbi.1009015