Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex

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Gavin Mischler, Menoua Keshishian, Stephan Bickel, Ashesh D Mehta, Nima Mesgarani

NeuroImage, vol. 266, 2023

Joint, distributed and hierarchically organized encoding of linguistic features in the human auditory cortex

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Menoua Keshishian, Serdar Akkol, Jose Herrero, Stephan Bickel, Ashesh D Mehta, Nima Mesgarani

Nature Human Behaviour, 2023

Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems

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Menoua Keshishian, Samuel Norman-Haignere, Nima Mesgarani

Thirty-Fifth Conference on Neural Information Processing Systems, 2021

Estimating and interpreting nonlinear receptive field of sensory neural responses with deep neural network models

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Menoua Keshishian, Hassan Akbari, Bahar Khalighinejad, Jose L Herrero, Ashesh D Mehta, Nima Mesgarani

eLife, 2020;9, 2020