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Topic: somatodendritic coupling

ePoster
1 ePoster

In Neuroscience

Target learning rather than backpropagation explains learning in the mammalian neocortex

Sander de Haan, Pau Vilimelis Aceituno, Reinhard Loidl, Benjamin Grewe · COSYNE 2025

To resolve the fundamental question of how the mammalian neocortex learns to create complex hierarchical representations, two main competing theories that intersect ideas from neuroscience and machine learning are currently debated. The first theory draws inspiration from artificial neural networks, suggesting the brain approximates error backpropagation (BP), where neurons adjust synapses to minimize a backpropagated error. The second approach, target learning (TL), proposes that neurons learn by reducing feedback needed to achieve desired activity patterns. While both theories are computati

ePoster · Neuroscience