1 citations · 2 across the 4 of their papers we have counts for
5 papers
What is the dynamical regime of cerebral cortex?
Yashar Ahmadian, Kenneth D. Miller
Many studies have shown that the excitation and inhibition received by cortical neurons remain roughly balanced across many conditions. A key question for understanding the dynamic…
Capturing the diversity of biological tuning curves using generative adversarial networks
Takafumi Arakaki, G. Barello, Yashar Ahmadian
Tuning curves characterizing the response selectivities of biological neurons often exhibit large degrees of irregularity and diversity across neurons. Theoretical network models t…
Properties of networks with partially structured and partially random connectivity
Yashar Ahmadian, Francesco Fumarola, Kenneth D. Miller
We provide a general formula for the eigenvalue density of large random matrices of the form , where , and are arbitrary deterministic matrices…
Analysis of the stabilized supralinear network
Yashar Ahmadian, Daniel B. Rubin, Kenneth D. Miller
We study a rate-model neural network composed of excitatory and inhibitory neurons in which neuronal input-output functions are power laws with a power greater than 1, as observed…
Learning unbelievable marginal probabilities
Xaq Pitkow, Yashar Ahmadian, Ken D. Miller
Loopy belief propagation performs approximate inference on graphical models with loops. One might hope to compensate for the approximation by adjusting model parameters. Learning a…