| A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy AJE Kell, DLK Yamins, EN Shook, SV Norman-Haignere, JH McDermott Neuron 98 (3), 630-644. e16, 2018 | 519 | 2018 |
| Deep neural network models of sensory systems: windows onto the role of task constraints AJE Kell, JH McDermott Current opinion in neurobiology 55, 121-132, 2019 | 99 | 2019 |
| Brain-like functional specialization emerges spontaneously in deep neural networks K Dobs, J Martinez, AJE Kell, N Kanwisher Science advances 8 (11), eabl8913, 2022 | 84 | 2022 |
| Reduced language lateralization in autism and the broader autism phenotype as assessed with robust individual‐subjects analyses O Jouravlev, AJE Kell, Z Mineroff, AJ Haskins, D Ayyash, N Kanwisher, ... Autism Research 13 (10), 1746-1761, 2020 | 46 | 2020 |
| Invariance to background noise as a signature of non-primary auditory cortex AJE Kell, JH McDermott Nature communications 10 (1), 3958, 2019 | 44 | 2019 |
| Representational similarity precedes category selectivity in the developing ventral visual pathway MA Cohen, DD Dilks, K Koldewyn, S Weigelt, J Feather, AJE Kell, B Keil, ... NeuroImage 197, 565-574, 2019 | 34 | 2019 |
| Measuring and modeling nonlinear interactions between brain regions with fMRI S Anzellotti, E Fedorenko, AJE Kell, A Caramazza, R Saxe Biorxiv, 074856, 2016 | 16 | 2016 |
| Measuring and modeling nonlinear interactions between brain regions with fMRI. bioRxiv 074856 S Anzellotti, E Fedorenko, AJ Kell, A Caramazza, R Saxe | 10 | 2017 |
| Why are face and object processing segregated in the human brain? Testing computational hypotheses with deep convolutional neural networks K Dobs, A Kell, I Palmer, M Cohen, N Kanwisher Cognitive Computational Neuroscience, 2019 | 9 | 2019 |
| Measuring and modeling nonlinear interactions between brain regions with fmri. bioRxiv S Anzellotti, E Fedorenko, AJE Kell, A Caramazza, R Saxe Preprint]. bioRxiv 74856, 2017 | 8 | 2017 |
| Computational similarities between visual and auditory cortex studied with convolutional neural networks, fMRI, and electrophysiology A Kell, D Yamins, S Norman-Haignere, D Seibert, H Hong, J DiCarlo, ... Journal of Vision 15 (12), 1093-1093, 2015 | 8 | 2015 |
| Brain-like functional specialization emerges spontaneously in deep neural networks. Sci. Adv. 8, eabl8913 K Dobs, J Martinez, AJE Kell, N Kanwisher | 7 | 2022 |
| Robustness to real-world background noise increases between primary and non-primary human auditory cortex AJ Kell, J McDermott The Journal of the Acoustical Society of America 141 (5_Supplement), 3896-3896, 2017 | 7 | 2017 |
| Josh H. 370 McDermott. A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain 371 Responses, and Reveals a Cortical Processing Hierarchy AJE Kell, DLK Yamins, EN Shook, SV Norman-Haignere Neuron 98 (3), 630-644, 2018 | 6 | 2018 |
| Listening into 2030 workshop: An experiment in envisioning the future of hearing and communication science S Carlile, G Ciccarelli, J Cockburn, AC Diedesch, MK Finnegan, E Hafter, ... Trends in Hearing 21, 2331216517737684, 2017 | 5 | 2017 |
| Speech-trained neural networks behave like human listeners and reveal a hierarchy in auditory cortex A Kell, D Yamins, S Norman-Haignere, J McDermott Proceedings of the meeting of computational and systems neuroscience, 2016 | 4 | 2016 |
| Using task-optimized neural networks to understand why brains have specialized processing for faces K Dobs, AJE Kell, J Martinez, M Cohen, N Kanwisher Journal of Vision 20 (11), 660-660, 2020 | 3 | 2020 |
| Marmoset core visual object recognition behavior is comparable to that of macaques and humans AJE Kell, SL Bokor, YN Jeon, T Toosi, EB Issa Iscience 26 (1), 2023 | 2 | 2023 |
| Brain organization, not size alone, as key to high-level vision: Evidence from marmoset monkeys AJ Kell, SL Bokor, Y Jeon, T Toosi, EB Issa | 2* | 2020 |
| The functional organization of the ventral visual pathway in adults with autism AJE Kell, K Koldewyn, NG Kanwisher Journal of Vision 13 (9), 832-832, 2013 | 2 | 2013 |
Nancy KanwisherWalter A. Rosenblith Professor of Cognitive NeuroscienceVerified email at mit.edu
