1.4k citations · 8.8k across the 91 of their papers we have counts for
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cs.LG2013★ 79 cited
Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods
Jascha Sohl-Dickstein, Ben Poole, Surya Ganguli
We present an algorithm for minimizing a sum of functions that combines the computational efficiency of stochastic gradient descent (SGD) with the second order curvature informatio…
q-bio.NC2013★ 11 cited
Higher Order Correlations within Cortical Layers Dominate Functional Connectivity in Microcolumns
Urs Köster, Jascha Sohl-Dickstein, Charles M. Gray +1
We report on simultaneous recordings from cells in all layers of visual cortex and models developed to capture the higher order structure of population spiking activity. Specifical…