Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing

22 March 2023

Papers citing "Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing"

11 / 11 papers shown

Title
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics Febin P. Sunny Mahdi Nikdast S. Pasricha 49 18 0 31 Aug 2022
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization Febin P. Sunny Mahdi Nikdast S. Pasricha MQ 54 16 0 17 May 2022
Robust Perception Architecture Design for Automotive Cyber-Physical Systems Joydeep Dey S. Pasricha 3DV 54 7 0 17 May 2022
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks Amin Shafiee Sanmitra Banerjee Krishnendu Chakrabarty S. Pasricha Mahdi Nikdast 28 17 0 08 Apr 2022
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning Febin P. Sunny Mahdi Nikdast S. Pasricha 56 22 0 09 Sep 2021
ROBIN: A Robust Optical Binary Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha MQ 43 35 0 12 Jul 2021
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha 37 72 0 13 Feb 2021
INDRA: Intrusion Detection using Recurrent Autoencoders in Automotive Embedded Systems Vipin Kumar Kukkala S. V. Thiruloga S. Pasricha AAML 27 42 0 17 Jul 2020
Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs) Viraj Bangari Bicky A. Marquez Heidi B. Miller A. Tait M. Nahmias T. F. D. Lima Hsuan-Tung Peng Paul R. Prucnal B. Shastri 38 158 0 23 Apr 2019
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps Alessandro Aimar Hesham Mostafa Enrico Calabrese A. Rios-Navarro Ricardo Tapiador-Morales ... Moritz B. Milde Federico Corradi A. Linares-Barranco Shih-Chii Liu T. Delbruck 129 244 0 05 Jun 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.3K 76,547 0 18 May 2015