The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 31, 2024
Filed:
Aug. 25, 2020
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Embodiments of the present disclosure include systems and methods for compressing and decompressing data generated by sub-blocks in a neural network. In some embodiment, an input matrix is received at a compression block in the neural network. The compression block compresses the input matrix into a compressed matrix and outputs the compressed matrix. The compressed matrix has a reduced dimensionality relative to a dimensionality of the input matrix. A decompression block retrieves the compressed matrix. The decompression block decompresses compressed matrix into a decompressed matrix and outputs the decompressed matrix. The decompressed matrix has a same dimensionality as the dimensionality of the input matrix. The compression and decompression blocks are optimized based on feedback received from the neural network.