Optical neuro-mimetic devices
The present disclosure relates to semiconductor structures and, more particularly, to optical neuro-mimetic devices and methods of manufacture. The structure includes: a plurality of photodetectors and electrical circuitry that converts photocurrent generated from the photodetectors into electrical current and then sums up the electrical current to mimic neural functionality.
1. A structure comprising a plurality of photodetectors and electrical circuitry that converts photocurrent generated from the photodetectors into electrical current and then sums up the electrical current to mimic neural functionality; and
a waveguide structure,
wherein the plurality of photodetectors are arranged along a length of the waveguide structure and the each of the plurality of photodetectors are of a different length.
2. The structure of claim 1 , wherein the mimicking of neural transfer functionality is a Sigmoid or Rectified Linear Unit (ReLU) output.
3. The structure of claim 1 , further comprising a waveguide structure that includes a plurality of branches of different lengths and each of the branches, at is end, includes a respective photodetector.
4. The structure of claim 1 , wherein the length of each of the plurality of photodetectors increases or decreases along the length of the waveguide structure as they move farther away from an input of the waveguide structure.
5. The structure of claim 1 , wherein the plurality of photodetectors are coupled to the waveguide structure by directional couplers or adiabatic couplers or ring resonators.
6. The structure of claim 1 , wherein the plurality of photodetectors are coupled to the waveguide structure by evanescent coupling or butt-end coupling.
7. The structure of claim 1 , wherein the electrical circuitry is a plurality of circuits each of which are associated with a respective one of the plurality of photodetectors, and each successively positioned electrical circuit has a larger transistor than a previously placed electrical circuit.
8. The structure of claim 7 , wherein the electrical circuitry includes a second transistor that is configured to allow or prevent the photocurrent from being used to generate an electrical current for output by the electrical circuitry.
9. The structure of claim 1 , wherein the electrical circuitry are tunable current mirrors.
10. A structure comprising:
a waveguide structure;
a plurality of photodetectors coupled to the waveguide structure, each of which are capable of generating a photocurrent from light received as input from the waveguide structure; and
electrical circuitry coupled to each respective photodetector of the plurality of photodetectors, the electrical circuitry converting the photocurrent into electrical current and then summing up the electrical current to provide a Sigmoid or Rectified Linear Unit (ReLU) neural transfer function,
wherein the photodetectors are arranged along a length of the waveguide structure and each of the plurality of photodetectors are of a different length.
11. The structure of claim 10 , wherein the waveguide structure includes a plurality of branches of different lengths and each of the branches includes a photodetector.
12. The structure of claim 10 , wherein the different length either increases or decreases along the length of the waveguide structure as they move farther away from an input of the waveguide structure.
13. The structure of claim 10 , wherein the plurality of photodetectors are coupled to the waveguide structure by directional couplers or adiabatic couplers or ring resonators.
14. The structure of claim 10 , wherein the electrical circuitry is a plurality of circuits each of which are associated with a respective one of the plurality of photodetectors, and each successively positioned electrical circuit has a larger transistor than a previously placed electrical circuit.
15. The structure of claim 14 , wherein the electrical circuitry includes a second transistor that is configured to allow or prevent the photocurrent from being used to generate an electrical current for output by the electrical circuitry.
16. The structure of claim 10 , wherein the electrical circuitry are tunable current mirrors.
17. A method comprising;
generating a photocurrent by a plurality of photodetectors;
converting each photocurrent of the plurality of photodetectors into an electrical current; and
summing up each electrical current converted from each photocurrent and outputting the sum of each electrical current as a Sigmoid or Rectified Linear Unit (ReLU) neural network function,
wherein the photodetectors are arranged along a length of the waveguide structure and each of the plurality of photodetectors are of a different length.