Silicon Photonics for AI Hardware

[1]  Paul R. Prucnal,et al.  Photonic Multiply-Accumulate Operations for Neural Networks , 2020, IEEE Journal of Selected Topics in Quantum Electronics.

[2]  Paul R. Prucnal,et al.  Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs) , 2019, IEEE Journal of Selected Topics in Quantum Electronics.

[3]  Paul R. Prucnal,et al.  Machine Learning With Neuromorphic Photonics , 2019, Journal of Lightwave Technology.

[4]  Paul R. Prucnal,et al.  Silicon Photonic Modulator Neuron , 2018, Physical Review Applied.

[5]  Shanhui Fan,et al.  Training of Photonic Neural Networks through In Situ Backpropagation , 2018, 2019 Conference on Lasers and Electro-Optics (CLEO).

[6]  Bhavin J. Shastri,et al.  Neuromorphic photonic networks using silicon photonic weight banks , 2016, Scientific Reports.

[7]  H. Larochelle,et al.  Deep learning with coherent nanophotonic circuits , 2016, Nature Photonics.

[8]  Bernard Brezzo,et al.  TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip , 2015, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[9]  Paul R. Prucnal,et al.  Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing , 2014, Journal of Lightwave Technology.

[10]  Lin Yang,et al.  On-chip CMOS-compatible optical signal processor , 2012, 2012 Asia Communications and Photonics Conference (ACP).

[11]  C. Dragone Efficient N*N star couplers using Fourier optics , 1989 .

[12]  R A Athale,et al.  Optical matrix-matrix multiplier based on outer product decomposition. , 1982, Applied optics.

[13]  P. Prucnal,et al.  NEUROMORPHIC PHOTONICS , 2017 .