Patent · US Active

Detection, tracking and recognition on networks of digital neurosynaptic cores

US11120561B2 · kind B2 · utility

0Cited by

3References

20Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Alexander Andreopoulos · San Jose, US
Arnon Amir · Saratoga, US
Tapan K. Nayak · New Delhi, IN

Key dates

Filing date	Oct 31, 2018
Grant date	Sep 14, 2021
Priority date	—
Expiry date	Dec 7, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/20084
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.