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Deep Neural Networks Show Promise as Models of Human Hearing

Computational models that mimic the structure and function of the human auditory system could help researchers design better hearing aids, cochlear implants, and brain-machine interfaces. A new study from MIT has found that modern computational model

Alexander kellJosh mcdermottGreta tuckuteNational institutes of healthDepartment of energy computational science graduate fellowshipInternational doctoral fellowshipAmerican association of university womenMcgovern institute for brain researchFriends of mcgovern institute fellowshipGovern instituteBrain researchJenelle feather phdNational institutesAmazon fellowshipScience hubAmerican association

Deep neural networks show promise as models of human hearing

Deep neural networks show promise as models of human hearing
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Greta tuckuteJosh mcdermottAlexander kellInternational doctoral fellowshipFriends of mcgovern institute fellowshipMcgovern institute for brain researchDepartment of energy computational science graduate fellowshipNational institutes of healthAmerican association of university womenGovern instituteBrain researchJenelle feather phdNational institutesAmazon fellowshipScience hubAmerican association

Deep Neural Networks Poised to Model Human Hearing

Deep Neural Networks Poised to Model Human Hearing
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Greta tuckuteAlexander kellJosh mcdermottFriends of mcgovern institute fellowshipAmerican association of university womenMcgovern institute for brain researchDepartment of energy computational science graduate fellowshipInternational doctoral fellowshipNational institutes of healthGovern instituteBrain researchJenelle feather phdNational institutesAmazon fellowshipScience hubAmerican association

Deep neural networks show promise as models of human hearing

Deep neural networks show promise as models of human hearing
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Josh mcdermottAlexander kellGreta tuckuteMcgovern institute for brain researchRepresentational similarityGovern instituteBrain research

Deep neural networks show promise as models of human hearing

In the largest study of deep neural networks trained to perform auditory tasks, MIT researchers found most models generate internal representations that share properties of representations seen in the human brain when people are listening to the same sounds.

Josh mcdermottAlexander kellGreta tuckuteAmerican association of university womenMcgovern institute for brain researchInternational doctoral fellowshipDepartment of energy computational science graduate fellowshipFriends of mcgovern institute fellowshipNational institutes of healthGovern instituteBrain researchJenelle feather phdNational institutesAmazon fellowshipScience hubAmerican association