310 citations · 1.9k across the 36 of their papers we have counts for
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Interactions between Intrinsic and Stimulus-Evoked Activity in Recurrent Neural Networks
L F Abbott, Kanaka Rajan, Haim Sompolinsky
Trial-to-trial variability is an essential feature of neural responses, but its source is a subject of active debate. Response variability (Mast and Victor, 1991; Arieli et al., 19…
Stimulus-Dependent Suppression of Chaos in Recurrent Neural Networks
Kanaka Rajan, L F Abbott, Haim Sompolinsky
Neuronal activity arises from an interaction between ongoing firing generated spontaneously by neural circuits and responses driven by external stimuli. Using mean-field analysis,…
Stimulus-dependent correlations in threshold-crossing spiking neurons
Yoram Burak, Sam Lewallen, Haim Sompolinsky
We consider a threshold-crossing spiking process as a simple model for the activity within a population of neurons. Assuming that these neurons are driven by a common fluctuating i…