LED-based photonic communication and processing unit
Photonic processors are described herein that are configured to perform matrix-matrix (e.g., matrix-vector) multiplication by directly encoding a first value in the output of the light source. Some embodiments relate to a photonic device configured to perform a mathematical operation, the photonic device comprising a modulatable light emitting diode (LED) and a modulatable detector. The modulatable LED being configured to emit light. The modulatable detector being optically coupled to an output of the modulatable LED. The photonic device further comprising, a controller being configured to encode a first value in the light emitted by the modulatable LED and to encode a second value in a characteristic of the modulatable detector; and a receiver configured to determine a result of the mathematical operation based on an electrical signal produced by the modulatable detector.
1 . A photonic device configured to perform a mathematical operation, the photonic device comprising:
a first die comprising a plurality of modulatable LEDs, including a first modulatable LED, configured to emit visible light;
a second die comprising a plurality of modulatable detectors optically coupled to an output of the LED;
a third die comprising a photonic tree circuit optically coupling the modulatable LED to the plurality of modulatable detectors, the photonic tree circuit comprising silicon nitride optical components;
a controller electrically coupled to both the modulatable LED and the plurality of modulatable detectors, the controller being configured to encode a value in light emitted by the first modulatable LED and a vector in respective characteristics of the plurality of modulatable detectors, wherein the value is an input value of an input matrix and the vector is a weighting vector of a weighting matrix; and
a receiver configured to determine a result of the mathematical operation based on an electrical signal produced by the plurality of modulatable detectors.
2 . The photonic device of claim 1 , wherein:
the first die is disposed on top of the third die and the third die is disposed on top of the second die, and wherein the first die is electrically coupled to the second die through a plurality of vias in the third die.
3 . The photonic device of claim 1 , wherein the first modulatable LED comprises a resonant cavity configured to produce single mode light emission.
4 . The photonic device of claim 1 , wherein the plurality of modulatable LEDs comprise a plurality of blue LEDs, a plurality of red LEDs, and a plurality of green LEDs.
5 . The photonic device of claim 1 , wherein the controller is configured to encode the first value in an intensity of light emitted by the first modulatable LED.
6 . The photonic device of claim 1 , wherein the plurality of modulatable detectors detector are silicon photodetectors.
7 . A photonic device configured to perform a mathematical operation, comprising:
a modulatable light emitting diode (LED) configured to emit light;
a modulatable detector optically coupled to an output of the modulatable LED;
a controller electrically coupled to both the modulatable LED and the modulatable detector, the controller being configured to encode a first value in the light emitted by the modulatable LED and to encode a second value in a characteristic of the modulatable detector;
a receiver configured to determine a result of the mathematical operation based on an electrical signal produced by the modulatable detector; and
a photonic circuit optically coupling the modulatable LED to the modulatable detector, wherein the photonic circuit comprises silicon nitride waveguides and an input grating configured to couple visible light emitted by the modulatable LED into the silicon nitride waveguides.
8 . The photonic device of claim 7 , wherein the modulatable LED comprises a resonant cavity configured to produce single mode light emission.
9 . The photonic device of claim 7 , wherein:
the modulatable LED is formed on a first die;
the photonic circuit is formed on a second die;
the modulatable detector and the controller are formed on a third die; and
the first die is disposed on top of the second die and the second die is disposed on top of the third die, and wherein the first die is electrically coupled to the third die through a plurality of vias in the second die.
10 . The photonic device of claim 7 , wherein the modulatable LED is a first modulatable LED of a plurality of modulatable LEDs, the first value is a value of an input matrix, the modulatable detector is a first modulatable detector of a plurality of modulatable detectors, and the second value is a weighting value of a weighting matrix.
11 . The photonic device of claim 10 , wherein the plurality of modulatable LEDs comprise a plurality of blue LEDs, a plurality of red LEDs, and a plurality of green LEDs.
12 . The photonic device of claim 11 , wherein the controller is configured to encode the first value in an intensity of light emitted by the modulatable LED.
13 . The photonic device of claim 11 , wherein the modulatable detector is a silicon photodetector.
14 . The photonic device of claim 13 , wherein the controller is configured to encode the second value in a gain of the silicon photodetector.
15 . A method for performing a mathematical operation, the method comprising:
generating an encoded optical signal indicative of a first value using a modulatable light emitting diode (LED) configured to emit visible light, wherein the first value is a value of an input matrix;
setting a characteristic of a modulatable photodetector, optically coupled to the LED, to be indicative of a second value, wherein the second value is a weighting value of a weighting matrix;
generating, using the modulatable photodetector, a photocurrent indicative of both the first value and the second value; and
determining a result of the mathematical operation based on the photocurrent.
16 . The method of claim 15 , wherein generating the encoded optical signal comprises encoding the first value in an intensity of light emitted by the modulatable LED.
17 . The method of claim 15 , wherein generating the encoded optical signal comprises encoding the first value in light emitted by the modulatable LED using gain switching of modulatable LED.
18 . The method of claim 15 , wherein generating the encoded optical signal comprises encoding the first value in an amplitude of light emitted by the modulatable LED.
19 . The method of claim 15 , wherein generating the encoded optical signal comprises encoding the first value in a pulse duration of light emitted by the modulatable LED.
20 . The method of claim 15 , wherein configuring the characteristic of the modulatable photodetector comprises setting a responsivity of the photodetector based on the second value.
21 . The method of claim 15 , wherein configuring the characteristic of the modulatable photodetector comprises setting a current gain based on the second value.
22 . The photonic device of claim 1 , wherein the photonic tree circuit further comprises silicon nitride waveguides and an input grating configured to couple visible light emitted by the first modulatable LED into the silicon nitride waveguides.