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References from Deep neural networks explain spiking activity in auditory cortex. Local targets link to admitted publications; unresolved targets remain external evidence.
Performance-optimized hierarchical models predict neural responses in higher visual cortex
10.1073/pnas.1403112111 · 2014 · External reference
A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy
2018 · External reference
Neural population control via deep image synthesis
10.1126/science.aav9436 · 2019 · External reference
A map of object space in primate inferotemporal cortex
10.1038/s41586-020-2350-5 · 2020 · External reference
The macaque face patch system: a turtle’s underbelly for the brain
10.1038/s41583-020-00393-w · 2020 · External reference
Computational models of category-selective brain regions enable high-throughput tests of selectivity
10.1038/s41467-021-25409-6 · 2021 · External reference
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10.31219/osf.io/fq6gd
10.31219/osf.io/fq6gd · External reference
Toward a realistic model of speech processing in the brain with self-supervised learning
2022 · External reference
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Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds
10.1038/s41593-023-01285-9 · 2023 · External reference
Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions
10.1371/journal.pbio.3002366 · 2023 · External reference
Temporally precise population coding of dynamic sounds by auditory cortex
10.1152/jn.00709.2020 · 2021 · External reference
Dissecting neural computations in the human auditory pathway using deep neural networks for speech
10.1038/s41593-023-01468-4 · 2023 · External reference
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10.18653/v1/2020.aacl-demo.6
10.18653/v1/2020.aacl-demo.6 · External reference
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Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli
10.1080/net.12.3.289.316 · 2001 · External reference
A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex
10.1371/journal.pcbi.1011110 · 2023 · External reference
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Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
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10.1016/j.simpa.2023.100541
10.1016/j.simpa.2023.100541 · External reference
10.1007/978-3-319-99579-3
10.1007/978-3-319-99579-3 · External reference
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10.18653/v1/2021.acl-long.80
10.18653/v1/2021.acl-long.80 · External reference
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Quantifying variability in neural responses and its application for the validation of model predictions
10.1088/0954-898x_15_2_002 · 2004 · External reference
10.1109/icassp.2017.7952261
10.1109/icassp.2017.7952261 · External reference
Millisecond encoding precision of auditory cortex neurons
10.1073/pnas.1012656107 · 2010 · External reference
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