Dissecting neural computations in the human auditory pathway using deep neural networks for speech
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Title
Dissecting neural computations in the human auditory pathway using deep neural networks for speech
Authors
Keywords
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Journal
NATURE NEUROSCIENCE
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2023-10-31
DOI
10.1038/s41593-023-01468-4
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- (2019) Alexander JE Kell et al. CURRENT OPINION IN NEUROBIOLOGY
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- (2019) Han Gyol Yi et al. NEURON
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- (2018) Liberty S. Hamilton et al. CURRENT BIOLOGY
- A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy
- (2018) Alexander J.E. Kell et al. NEURON
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- (2018) Laurel H. Carney et al. Attention Perception & Psychophysics
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- (2017) Brian H. Scott et al. JOURNAL OF COMPARATIVE NEUROLOGY
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- (2017) C. Tang et al. SCIENCE
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- (2016) Daniel L K Yamins et al. NATURE NEUROSCIENCE
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- (2015) M. K. Leonard et al. JOURNAL OF NEUROSCIENCE
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- (2015) Yann LeCun et al. NATURE
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- (2014) Muhammad S. A. Zilany et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
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- (2014) N. Mesgarani et al. SCIENCE
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- (2014) Matthew K. Leonard et al. TRENDS IN COGNITIVE SCIENCES
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- (2012) Nima Mesgarani et al. NATURE
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- (2012) James J. DiCarlo et al. NEURON
- Emergence of neural encoding of auditory objects while listening to competing speakers
- (2012) N. Ding et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- At 6-9 months, human infants know the meanings of many common nouns
- (2012) E. Bergelson et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
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- (2010) L. Robert Slevc et al. NEUROPSYCHOLOGIA
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