Albireo: Energy-Efficient Acceleration of Convolutional Neural Networks via Silicon Photonics
Abstract
Leveraging properties of light, this work improves energy efficiency and speed for neural network processing over electronics.
Keywords:
optical computing, silicon photonics, hardware acceleration, deep neural networks
Status
Graduate
Department
Electrical Engineering and Computer Science
College
Russ College of Engineering and Technology
Campus
Athens
Faculty Mentor
Karanth, Avinash
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
COinS
Albireo: Energy-Efficient Acceleration of Convolutional Neural Networks via Silicon Photonics
Leveraging properties of light, this work improves energy efficiency and speed for neural network processing over electronics.