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:
Jun. 07, 2022
Filed:
Dec. 05, 2018
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Timoleon Moraitis, Glattpark, CH;
Abu Sebastian, Adliswil, CH;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/06 (2006.01); G06N 3/08 (2006.01); G06N 3/063 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/049 (2013.01); G06N 3/0635 (2013.01);
Abstract
The present disclosure relates to a method of generating spikes by a neuron of a spiking neural network. The method comprises generating at each time, wherein the spike generation encodes at each time instant at least two variable values at the neuron. Synaptic weights may be optimized for a spike train generated by a given presynaptic neuron of a spiking neural network, wherein the spike train being indicative of features of at least one timescale.