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Topic: neural fields

ePoster
1 ePoster

In Applied Mathematics and Computational Neuroscience

ePoster · Computational Neuroscience

Linking Neural Manifolds to Circuit Structure in Recurrent Networks

Louis Pezon, Valentin Schmutz, Wulfram Gerstner · Bernstein Conference 2024

Two perspectives can be distinguished in computational neuroscience towards understanding the link between neuronal activity and behaviour.$^1$ On the one hand, focusing on single-neuron responses highlighted that a few functional properties, such as neuronal tuning$^2$ or selectivity,$^3$ often characterise individual responses. These properties determine each neuron's “position” in an abstract space, which we call the “(functional) similarity space”: for example, each cell's preferred head direction (HD) in the mouse HD system determines its position on an abstract ring.$^4$ It is commonly h