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:
Aug. 12, 2025

Filed:

Oct. 15, 2019
Applicant:

University of Central Florida Research Foundation, Inc., Orlando, FL (US);

Inventors:

Guifang Li, Orlando, FL (US);

Shuo Pang, Orlando, FL (US);

He Wen, Orlando, FL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/067 (2006.01); G06N 3/048 (2023.01); H04B 10/54 (2013.01); H04B 10/58 (2013.01);
U.S. Cl.
CPC ...
G06N 3/0675 (2013.01); G06N 3/048 (2023.01); H04B 10/54 (2013.01); H04B 10/58 (2013.01);
Abstract

Photonic units for vector-vector multiplication, matrix-vector multiplication, matrix-matrix multiplication, batch matrix-matrix multiplication, and tensor-tensor multiplication are described. Multiplications are through coherent mixing and square-law detection. There are many dimensions—wavelength, vector mode, quadrature, and three dimensions of space—that can be used to construct photonic accelerators. The encoded input vector or input matrix is fanned out into a desired number of copies and mixed with the corresponding encoded local oscillators containing the weight vectors comprising the weight matrix. Any subset of two (three) dimensions can be used to construct photonic accelerators for matrix-vector (matrix-matrix) multiplications. Multiple dimensions can be combined into a hyperdimension to increase the scalability. Each dimension, each non-overlapping subset of a dimension, or each non-overlapping subset of a hyperdimension, can be used independently to construct a photonic tensor accelerator (PTA) for batch matrix multiplication, or tensor multiplication operations.


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