6 citations · 9 across the 6 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
q-bio.NC2017★ 1 cited
Building a Dynamical Network Model from Neural Spiking Data: Application of Poisson Likelihood
Ozgur Doruk, Kechen Zhang
Research showed that, the information transmitted in biological neurons is encoded in the instants of successive action potentials or their firing rate. In addition to that, in-viv…
q-bio.NC2017
Fitting of dynamic recurrent neural network models to sensory stimulus-response data
R. Ozgur Doruk, Kechen Zhang
We present a theoretical study aiming at model fitting for sensory neurons. Conventional neural network training approaches are not applicable to this problem due to lack of contin…
cs.IT2017★ 2 cited
Information-theoretic interpretation of tuning curves for multiple motion directions
Wentao Huang, Xin Huang, Kechen Zhang
We have developed an efficient information-maximization method for computing the optimal shapes of tuning curves of sensory neurons by optimizing the parameters of the underlying f…