Digital Electronics and Analog Photonics for Convolutional Neural
Networks (DEAP-CNNs)

Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs)

23 April 2019

Bicky A. Marquez

Heidi B. Miller

Hsuan-Tung Peng

Paul R. Prucnal

Papers citing "Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs)"

14 / 14 papers shown

Title
High-Speed and Energy-Efficient Non-Binary Computing with Polymorphic Electro-Optic Circuits and Architectures Ishan G. Thakkar Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi 41 1 0 15 Apr 2023
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing Febin P. Sunny Mahdi Nikdast S. Pasricha 37 5 0 22 Mar 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar S. A. Salehi J. Hastings 28 9 0 14 Feb 2023
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar MQ 35 4 0 03 Feb 2023
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics Febin P. Sunny Ebadollah Taheri Mahdi Nikdast S. Pasricha 35 10 0 28 Jan 2023
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator Shurui Li Hangbo Yang C. Wong V. Sorger Puneet Gupta 25 12 0 10 Nov 2022
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets Yanbing Liu Wei Li Kun Cheng Xun Liu Wei Yang 24 0 0 05 Oct 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors Sairam Sri Vatsavai Ishan G. Thakkar 36 9 0 12 Jul 2022
RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement R. Davis Zaijun Chen R. Hamerly Dirk Englund MQ 40 5 0 08 Jul 2022
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment M. Filipovich Zhimu Guo M. Al-Qadasi Bicky A. Marquez Hugh Morison V. Sorger Paul R. Prucnal S. Shekhar B. Shastri 33 52 0 12 Nov 2021
ROBIN: A Robust Optical Binary Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha MQ 33 35 0 12 Jul 2021
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha 13 70 0 13 Feb 2021
Dynamic Precision Analog Computing for Neural Networks Sahaj Garg Joe Lou Anirudh Jain Mitchell Nahmias 45 33 0 12 Feb 2021
$Misalignment Resilient Diffractive Optical Networks$ Misalignment Resilient Diffractive Optical Networks Deniz Mengu Yifan Zhao N. Yardimci Y. Rivenson Mona Jarrahi Aydogan Ozcan 23 99 0 23 May 2020