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1. (WO2018004980) TECHNOLOGIES FOR CLASSIFICATION USING SPARSE CODING IN REAL TIME

Pub. No.:    WO/2018/004980    International Application No.:    PCT/US2017/035462
Publication Date: Fri Jan 05 00:59:59 CET 2018 International Filing Date: Fri Jun 02 01:59:59 CEST 2017
IPC: G06F 9/30
Applicants: INTEL CORPORATION
Inventors: JAIN, Nilesh K.
LEE, Soonam
Title: TECHNOLOGIES FOR CLASSIFICATION USING SPARSE CODING IN REAL TIME
Abstract:
Technologies for classification using sparse coding are disclosed. A compute device may include a pattern-matching accelerator, which may be able to determine the distance between an input vector (such as an image) and several basis vectors of an overcomplete dictionary stored in the pattern-matching accelerator. The pattern matching accelerator may be able to determine each of the distances simultaneously and in a fixed amount of time (i.e., with no dependence on the number of basis vectors to which the input vector is being compared). The pattern-matching accelerator may be used to determine a set of sparse coding coefficients corresponding to a subset of the overcomplete basis vectors. The sparse coding coefficients can then be used to classify the input vector.