Convolutional layers for neural networks using programmable nanophotonics

T Kenney, M Forsythe, T Lazovich… - US Patent …, 2024 - Google Patents
Aspects of the present application relate to techniques for computing convolutions and cross-
correlations of input matrices. A first technique is based on the transformation of convolution …

Programmable photonic processing

JC Mower, NC Harris, DR Englund… - US Patent …, 2019 - Google Patents
A programmable photonic integrated circuit implements arbitrary linear optics
transformations in the spatial mode basis with high fidelity. Under a realistic fabrication …

Apparatus, systems, and methods for nonblocking optical switching

GR Steinbrecher, DR Englund - US Patent 10,634,851, 2020 - Google Patents
A method of nonblocking optical switching includes guiding a first optical beam from a first
input to a first output via a first path through an optical switching fabric. The first path …

Photonic processing systems and methods

D Bunandar, NC Harris, C Ramey - US Patent 10,763,974, 2020 - Google Patents
Aspects relate to a photonic processing system, a photonic processor, and a method of
performing matrix-vector multiplication. An optical encoder may encode an input vector into …

Systems and methods for training matrix-based differentiable programs

T Lazovich, D Bunandar, NC Harris… - US Patent …, 2020 - Google Patents
Methods and apparatus for training a matrix-based differentiable program using a photonics-
based processor. The matrix-based differentiable program includes at least one matrix …

Real-number photonic encoding

M Gould, D Bunandar, S Gupta, NC Harris - US Patent 10,608,663, 2020 - Google Patents
Optical encoders for encoding signed, real numbers using optical fields are described. The
optical fields may be detected using coherent detection, without the need for independent …

Optical Ising machines and optical convolutional neural networks

C Roques-carmes, Y Shen, L **g, T Dubcek… - US Patent …, 2021 - Google Patents
A photonic parallel network can be used to sample combinatorially hard distributions of Ising
problems. The photonic parallel network, also called a photonic processor, finds the ground …

Mirror deep neural networks that regularize to linear networks

P Simard - US Patent 10,685,285, 2020 - Google Patents
The mirror deep neural networks (DNNs) as described herein recognize patterns in an input
signal. Mirror DNNs regularize to a linear function and train very quickly. Mirror DNNs …

Optoelectronic computing systems

Y Shen, H Meng, L **g, R Dangovski, P **e… - US Patent …, 2023 - Google Patents
Abstract Systems and methods that include: providing input information in an electronic
format; converting at least a part of the electronic input information into an optical input …

Optoelectronic computing systems

A Hosseinzadeh, Y Xu, Y Bai, H Meng… - US Patent …, 2022 - Google Patents
G02F—OPTICAL DEVICES OR ARRANGEMENTS FOR THE CONTROL OF LIGHT BY
MODIFICATION OF THE OPTICAL PROPERTIES OF THE MEDIA OF THE ELEMENTS …