3 citations · 3 across the 8 of their papers we have counts for
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Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation
Bariscan Bozkurt, Ates Isfendiyaroglu, Cengiz Pehlevan +1
The brain effortlessly extracts latent causes of stimuli, but how it does this at the network level remains unknown. Most prior attempts at this problem proposed neural networks th…
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources
Bariscan Bozkurt, Cengiz Pehlevan, Alper T. Erdogan
Extraction of latent sources of complex stimuli is critical for making sense of the world. While the brain solves this blind source separation (BSS) problem continuously, its algor…
On Identifiable Polytope Characterization for Polytopic Matrix Factorization
Bariscan Bozkurt, Alper T. Erdogan
Polytopic matrix factorization (PMF) is a recently introduced matrix decomposition method in which the data vectors are modeled as linear transformations of samples from a polytope…