MIT Poggio team publishes PNAS paper on how biological synapses self-assemble gradient learning

neurovium · x · 2026-10-10

Tomaso Poggio's group at MIT's McGovern Institute (with Qianli Liao, Ziyin Liu, Yule Gan, et al.) published a PNAS paper titled "How biological synapses self-assemble gradient learning," exploring how synaptic self-organization can give rise to gradient-descent-like learning without explicit backpropagation — relevant both to neuroscience and to designing new learning algorithms.

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