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:
May. 24, 2022

Filed:

Feb. 28, 2019
Applicant:

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

Inventors:

Rodrigo Alvarez-Icaza Rivera, San Jose, CA (US);

John V. Arthur, Mountain View, CA (US);

Andrew S. Cassidy, San Jose, CA (US);

Pallab Datta, San Jose, CA (US);

Paul A. Merolla, Palo Alto, CA (US);

Dharmendra S. Modha, San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06N 3/06 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/04 (2013.01); G06N 3/049 (2013.01); G06N 3/08 (2013.01); G06N 3/06 (2013.01); G06N 3/0635 (2013.01);
Abstract

Embodiments of the invention relate to a neural network system for simulating neurons of a neural model. One embodiment comprises a memory device that maintains neuronal states for multiple neurons, a lookup table that maintains state transition information for multiple neuronal states, and a controller unit that manages the memory device. The controller unit updates a neuronal state for each neuron based on incoming spike events targeting said neuron and state transition information corresponding to said neuronal state.


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