Estimating and interpreting nonlinear receptive field of sensory neural responses with deep neural network models M Keshishian, H Akbari, B Khalighinejad, JL Herrero, AD Mehta, ... Elife 9, e53445, 2020 | 69 | 2020 |
Joint, distributed and hierarchically organized encoding of linguistic features in the human auditory cortex M Keshishian, S Akkol, J Herrero, S Bickel, AD Mehta, N Mesgarani Nature human behaviour 7 (5), 740-753, 2023 | 30 | 2023 |
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems M Keshishian, S Norman-Haignere, N Mesgarani Advances in Neural Information Processing Systems 34, 2021 | 13 | 2021 |
naplib-python: Neural acoustic data processing and analysis tools in python G Mischler, V Raghavan, M Keshishian, N Mesgarani Software impacts 17, 100541, 2023 | 8 | 2023 |
Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex G Mischler, M Keshishian, S Bickel, AD Mehta, N Mesgarani NeuroImage 266, 119819, 2023 | 8 | 2023 |
Parallel hierarchical encoding of linguistic representations in the human auditory cortex and recurrent automatic speech recognition systems M Keshishian, G Mischler, S Thomas, B Kingsbury, S Bickel, AD Mehta, ... bioRxiv, 2025.01. 30.635775, 2025 | | 2025 |
Temporal integration in human auditory cortex is predominantly yoked to absolute time, not structure duration SV Norman-Haignere, MK Keshishian, O Devinsky, W Doyle, ... bioRxiv, 2024 | | 2024 |
DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs CR Steinhardt, M Keshishian, N Mesgarani, K Stachenfeld arXiv preprint arXiv:2407.20535, 2024 | | 2024 |
Spectro-Temporal and Linguistic Processing of Speech in Artificial and Biological Neural Networks M Keshishian Columbia University, 2024 | | 2024 |
Time-yoked integration throughout human auditory cortex SV Norman-Haignere, MK Keshishian, O Devinsky, W Doyle, ... | | |