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Topic: balanced recurrent networks

ePoster
1 ePoster

In Neuroscience

ePoster · Neuroscience

Synaptic-type-specific clustering optimizes the computational capabilities of balanced recurrent networks

Emmanouil Giannakakis, Anna Levina, Victor Buendia, Sina Khajehabdollahi · COSYNE 2023

Fri, Mar 10, 2023

The specific topology of biological neural networks is believed to be one of the most important ingredients of the nervous system's computational capabilities. Furthermore, multiple experimental studies have demonstrated that neural connectivity is highly inhomogeneous, following different patterns between different regions and neuron types. In particular, the presence of clusters of highly interconnected neurons is one of the most well-established connectivity patterns across multiple brain areas. Still, the functional implications of such brain connectivity features, especially for the perfo