A deep representation for invariance and music classification

A deep representation for invariance and music classification

Representations in the auditory cortex might be based on mechanisms similar to the visual ventral stream; modules for building invariance to transformations and multiple layers for compositionality and selectivity. In this paper we propose the use of such computational modules for extracting invaria...

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Bibliographic Details
Main Authors: Zhang, Chiyuan (Contributor), Evangelopoulos, Georgios (Contributor), Voinea, Stephen Constantin (Contributor), Rosasco, Lorenzo Andrea (Contributor), Poggio, Tomaso A. (Contributor)
Other Authors: Center for Brains, Minds, and Machines (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), McGovern Institute for Brain Research at MIT (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2016-05-13T18:51:27Z.
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