Optical neuron

Patent metadata

Field	Value
Publication number	US-11157807-B2
Application number	US-201815953438-A
Country	US
Kind code	B2
Filing date	Apr 14, 2018
Priority date	Apr 14, 2018
Publication date	Oct 26, 2021
Grant date	Oct 26, 2021

Abstract

An integrated optical circuit for an optical neural network is provided. The optical circuit is configured to process a plurality of phase-encoded optical input signals and to provide a phase-encoded optical output signal depending on the phase-encoded optical input signals. The phase-encoded optical output signal emulates a neuron functionality with respect to the plurality of phase-encoded optical input signals. Such an embodied optical circuit uses the phase to encode information in the optical domain. A related method and a related design structure are further provided.

First claim

What is claimed is:

1. An integrated optical circuit for an optical neural network, the optical circuit being configured:
to process a plurality of phase-encoded optical input signals; and
to provide a phase-encoded optical output signal as a function of the phase-encoded optical input signals, the phase-encoded optical output signal emulating a neuron functionality with respect to the plurality of phase-encoded optical input signals;
the integrated optical circuit comprising:
a reference waveguide configured to carry an optical reference signal;
a plurality of input waveguides configured to receive the plurality of phase-encoded optical input signals, wherein phase differences between the optical reference signal and the optical input signals represent the respective phase of the respective phase-encoded optical input signal;
an output waveguide;
an optical interferometer system configured:
to superimpose the plurality of optical input signals and the optical reference signal into a plurality of first interference signals; and
to superimpose the plurality of first interference signals into a second interference signal; and

a phase-shifting device configured to provide the phase-encoded optical output signal as a function of the second interference signal.

2. The integrated optical circuit according to claim 1 , wherein the integrated optical circuit is configured:
to convert the plurality of phase-encoded optical input signals into a plurality of amplitude-encoded signals;
to combine the plurality of amplitude-encoded signals into a summation signal; and
to perform a non-linear conversion of the summation signal into the phase-encoded optical output signal.

3. The integrated optical circuit according to claim 1 , further comprising:
a plurality of first interferometers, each of the first interferometers being configured:
to receive the optical reference signal and one of the plurality of optical input signals; and
to superimpose the optical reference signal and the optical input signals into the plurality of first interference signals; and

a second interferometer configured to receive the plurality of first interference signals and to superimpose the plurality of first interference signals into the second interference signal.

4. The integrated optical circuit according to claim 1 , wherein the optical interferometer system comprises at least one of one or more multi-mode interferometers and one or more single-mode interferometers.

5. The integrated optical circuit according to claim 1 , wherein the phase-encoded optical output signal comprises a phase shift within a predefined range relative to the optical reference signal.

6. The integrated optical circuit according to claim 1 , further comprising a power normalization unit configured to perform a normalization of an output power of the phase-encoded optical output signal.

7. The integrated optical circuit according to claim 1 , wherein the phase-shifting device comprises a non-linear material providing a non-linear power-to-refractive-index conversion.

8. The integrated optical circuit according to claim 1 , wherein the phase-shifting device comprises a phase change material.

9. The integrated optical circuit according to claim 1 , wherein the phase-shifting device comprises a plasma dispersion modulator.

10. The integrated optical circuit according to claim 1 , wherein the phase-shifting device comprises:
an optical cavity comprising a non-linear material; and
a gate waveguide coupled to the optical cavity and configured to guide the second interference signal to the optical cavity and to change the refractive index of the non-linear material as a function of the optical power of the second interference signal;
wherein the optical cavity is configured:
to receive the optical reference signal;
to induce a phase shift in the optical reference signal; and
to provide the phase-encoded optical output signal.

11. The integrated optical circuit according to claim 5 , wherein the predefined range is a range between 0° and 180°.

12. The integrated optical circuit according to claim 6 , wherein the power normalization unit comprises an amplifier and a saturated absorber.

13. The integrated optical circuit according to claim 7 , wherein the nonlinear material is selected from the group consisting of: BaTiO3, LiNbO3, ferroelectric perovskites, polymers with non-linear optical properties, chalcogenides and III-V compound semiconductors.

14. The integrated optical circuit according to claim 8 , wherein the phase change material is selected from the group consisting of: VO2, V4O7, V6O11, V2O3, V6O13, V5O9, VO, V8O15, NbO2, Ti2O3, LaCoO3, Ti3O5, SmNiO3, NdNiO3, PrNiO3, Fe3O4 and chalcogenides.

15. A method for emulating a neuron functionality, the method comprising:
providing an integrated optical circuit;
processing, by the integrated optical circuit, a phase-encoded optical input signal;
emulating, by the integrated optical circuit, a neuron functionality with respect to the phase-encoded optical input signal; and
providing, by the integrated optical circuit, a phase-encoded optical output signal carrying, by a reference waveguide, an optical reference signal;
receiving, by a plurality of input waveguides, the plurality of phase-encoded optical input signals, wherein phase differences between the optical reference signal and the optical input signals represent the respective phase of the respective phase encoded input signal;
superimposing, by an optical interferometer system, the plurality of optical input signals and the optical reference signal into a plurality of first interference signals;
superimposing, by the optical interferometer system, the plurality of first interference signals into a second interference signal; and
providing, by a phase-shifting device, the phase-encoded optical output signal as a function of the second interference signal.

16. The method according to claim 15 , further comprising:
converting the plurality of phase-encoded optical input signals into a plurality of amplitude-encoded signals;
combining the plurality of amplitude-encoded signals into a summation signal; and
performing a non-linear conversion of the summation signal into the phase-encoded optical output signal.

17. An optical neural network, comprising:
a plurality of integrated optical circuits as neurons, each of at least a subset of the integrated optical circuits being configured:
to process a plurality of phase-encoded optical input signals; and
to provide a phase-encoded optical output signal as a function of the phase-encoded optical input signals, the phase-encoded optical output signal emulating a neuron functionality with respect to the plurality of phase-encoded optical input signals;

a plurality of further integrated optical circuits as synapse circuits, the synapse circuits being configured:
to process a phase-encoded optical input signal; and
to provide a phase-encoded output signal, the phase-encoded optical output signal emulating a synapse functionality with respect to the phase-encoded optical input signal;

wherein the synapse circuits are configured:
to convert the phase-encoded optical input signal into an amplitude-encoded signal;
to perform a weighting of the amplitude-encoded signal; and
to convert the weighted amplitude-encoded signal into the phase-encoded optical output signal;

the synapse circuits comprising:
a reference waveguide configured to carry an optical reference signal;
an input waveguide configured to receive the phase-encoded optical

Assignees

• IBM

Inventors

• Abel Stefan
• Deshpande Veeresh V
• Fompeyrine Jean

Classifications

• G06N3/04

  Architecture, e.g. interconnection topology · CPC title

• G06N3/0499

  Feedforward networks · CPC title

• G06N3/067 Primary

  using optical means · CPC title

• G02F1/3501

  Constructional details or arrangements of non-linear optical devices, e.g. shape of non-linear crystals · CPC title

• G02F1/355

  characterised by the materials used · CPC title