3 papers
q-bio.NC2021
Tensor decomposition of higher-order correlations by nonlinear Hebbian plasticity
Gabriel Koch Ocker, Michael A. Buice
Biological synaptic plasticity exhibits nonlinearities that are not accounted for by classic Hebbian learning rules. Here, we introduce a simple family of generalized nonlinear Heb…
q-bio.NC2019
Correlation transfer by layer 5 cortical neurons under recreated synaptic inputs in vitro
Daniele Linaro, Gabriel K. Ocker, Brent Doiron +1
Correlated electrical activity in neurons is a prominent characteristic of cortical microcircuits. Despite a growing amount of evidence concerning both spike-count and subthreshold…
q-bio.NC2017
From the statistics of connectivity to the statistics of spike times in neuronal networks
Gabriel Koch Ocker, Yu Hu, Michael A. Buice +4
An essential step toward understanding neural circuits is linking their structure and their dynamics. In general, this relationship can be almost arbitrarily complex. Recent theore…