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.

Date of Patent:
Sep. 14, 2021

Filed:

Oct. 31, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Alexander Andreopoulos, San Jose, CA (US);

Arnon Amir, San Jose, CA (US);

Tapan K. Nayak, San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/246 (2017.01); G06N 3/04 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06T 7/251 (2017.01); G06K 9/6267 (2013.01); G06N 3/049 (2013.01); G06N 3/0454 (2013.01); G06N 3/0481 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Detection, tracking and recognition on networks of digital neurosynaptic cores are provided. In various embodiments, an image sensor is configured to provide a time-series of frames. A first artificial neural network is operatively coupled to the image sensor and configured to detect a plurality of objects in the time-series of frames. A second artificial neural network is operatively coupled to the first artificial neural network and configured to classify objects detected by the first neural network and output a location and classification of said classified objects. The first and second artificial neural networks comprise one or more spike-based neurosynaptic cores.


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