Clustered recurrent connectivity promotes the development of E/I co-tuning via synaptic plasticity
Emmanouil Giannakakis,Oleg Vinogradov,Anna Levina · COSYNE 2022
Experimental studies have shown that cortical neurons often exhibit a co-tuning of their excitatory and inhibitory receptive fields (i.e. correlation of incoming E/I currents for different input signals). Such co-tuning is hypothesised to be important for efficient computations. Theoretical studies have examined how different plasticity mechanisms can create such co-tuning in feedforward settings, where distinct, uncorrelated inputs to a post-synaptic neuron allow the formation of matching excitatory and inhibitory receptive fields. Still, the cortex is characterized by high levels of recurr
Fri, Mar 18, 2022