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Kelletal2018

Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy." Neuron, 2018.

Install / Use

/learn @mcdermottLab/Kelletal2018
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0/100

Supported Platforms

Zed

README

kelletal2018

Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy." Neuron, 2018. You can find the article <a href="https://www.cell.com/neuron/fulltext/S0896-6273(18)30250-2">here</a>.

Demo.ipynb is an iPython/Jupyter notebook that shows how to create a tensorflow graph for the network and gives an example of how to pass a sound into the network.

If you have any questions, please contact Alex Kell at < first_name >< last_name >@mit.edu.

View on GitHub
GitHub Stars44
CategoryDevelopment
Updated1mo ago
Forks12

Languages

Jupyter Notebook

Security Score

75/100

Audited on Feb 19, 2026

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