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Matthew L Leavitt
Matthew L Leavitt
MosaicML
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Cited by
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Convit: Improving vision transformers with soft convolutional inductive biases
S d’Ascoli, H Touvron, ML Leavitt, AS Morcos, G Biroli, L Sagun
International Conference on Machine Learning, 2286-2296, 2021
2772021
Sustained activity encoding working memories: not fully distributed
ML Leavitt, D Mendoza-Halliday, JC Martinez-Trujillo
Trends in Neurosciences 40 (6), 328-346, 2017
1262017
Correlated variability modifies working memory fidelity in primate prefrontal neuronal ensembles
ML Leavitt, F Pieper, AJ Sachs, JC Martinez-Trujillo
Proceedings of the National Academy of Sciences 114 (12), E2494-E2503, 2017
762017
Vissl
P Goyal, Q Duval, J Reizenstein, M Leavitt, M Xu, B Lefaudeux, M Singh, ...
Np, 2021
432021
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
402022
Towards falsifiable interpretability research
ML Leavitt, A Morcos
arXiv preprint arXiv:2010.12016, 2020
382020
Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs
ML Leavitt, A Morcos
arXiv preprint arXiv:2003.01262, 2020
332020
Structure of spike count correlations reveals functional interactions between neurons in dorsolateral prefrontal cortex area 8a of behaving primates
ML Leavitt, F Pieper, A Sachs, R Joober, JC Martinez-Trujillo
PloS one 8 (4), e61503, 2013
332013
A quadrantic bias in prefrontal representation of visual-mnemonic space
ML Leavitt, F Pieper, AJ Sachs, JC Martinez-Trujillo
Cerebral Cortex 28 (7), 2405-2421, 2018
252018
Single-trial decoding of intended eye movement goals from lateral prefrontal cortex neural ensembles
CB Boulay, F Pieper, M Leavitt, J Martinez-Trujillo, AJ Sachs
Journal of neurophysiology 115 (1), 486-499, 2016
152016
Linking average-and worst-case perturbation robustness via class selectivity and dimensionality
ML Leavitt, A Morcos
arXiv preprint arXiv:2010.07693, 2020
7*2020
A normalization circuit underlying coding of spatial attention in primate lateral prefrontal cortex
L Duong, M Leavitt, F Pieper, A Sachs, J Martinez-Trujillo
eneuro 6 (2), 2019
72019
Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation
C Blakeney, JZ Forde, J Frankle, Z Zong, ML Leavitt
arXiv preprint arXiv:2211.00683, 2022
2022
Composer: A PyTorch Library for Efficient Neural Network Training
H Tang, R Rahman, M Patel, M Nadeem, A Venigalla, L Seguin, ...
https://github.com/mosaicml/composer, 2022
2022
Neural sequences in primate prefrontal cortex encode working memory in naturalistic environments
M Roussy, A Busch, R Luna, M Leavitt, MH Mofrad, RA Gulli, B Corrigan, ...
bioRxiv, 2022
2022
Coding of Visuo-Spatial Working Memory by Neuronal Ensembles in Primate Lateral Prefrontal Cortex
J Martinez-Trujillo, M Leavitt
PERCEPTION 48, 4-4, 2019
2019
Network properties underlying working memory in primate prefrontal cortex
ML Leavitt
McGill University (Canada), 2017
2017
Effects of neural ensemble size and composition on the decoding of attention in primate lateral prefrontal cortex
L Duong, M Leavitt, S Tremblay, A Sachs, J Martinez-Trujillo
Journal of Vision 16 (12), 611-611, 2016
2016
Heterogeneous effects of neuronal ensemble size, tuning, and correlation structure on the decoding of spatial working memory in dorsolateral prefrontal cortex
M Leavitt, A Sachs, J Martinez-Trujillo
Journal of Vision 16 (12), 763-763, 2016
2016
Spike count correlations in visual, visuomotor, and motor neurons of macaque prefrontal area 8A during working memory maintenance
M Leavitt, F Pieper, A Sachs, J Martinez-Trujillo
Journal of Vision 12 (9), 176-176, 2012
2012
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Articles 1–20