ML Anthology

Bahroun, Yanis

6 publications

ICMLW 2023 Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-Training Yanis Bahroun, Shagesh Sridharan, Atithi Acharya, Dmitri Chklovskii, Anirvan M. Sengupta
NeurIPS 2022 Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy Siavash Golkar, Tiberiu Tesileanu, Yanis Bahroun, Anirvan Sengupta, Dmitri B. Chklovskii
NeurIPSW 2022 Similarity-Preserving Neural Networks from GPLVM and Information Theory Yanis Bahroun, Atithi Acharya, Dmitri Chklovskii, Anirvan M. Sengupta
NeurIPS 2021 A Normative and Biologically Plausible Algorithm for Independent Component Analysis Yanis Bahroun, Dmitri B. Chklovskii, Anirvan Sengupta
NeurIPS 2020 A Simple Normative Network Approximates Local Non-Hebbian Learning in the Cortex Siavash Golkar, David Lipshutz, Yanis Bahroun, Anirvan Sengupta, Dmitri B. Chklovskii
NeurIPS 2019 A Similarity-Preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit Yanis Bahroun, Dmitri Chklovskii, Anirvan Sengupta