PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics

PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics

23 January 2025

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Papers citing "PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics"

17 / 17 papers shown

Title
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators S. Afifi Ishan G. Thakkar S. Pasricha 124 1 0 22 Nov 2024
GHOST: A Graph Neural Network Accelerator using Silicon Photonics S. Afifi Febin P. Sunny Amin Shafiee Mahdi Nikdast S. Pasricha GNN 80 8 0 04 Jul 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 61 2 0 08 Apr 2023
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics S. Afifi Febin P. Sunny Mahdi Nikdast S. Pasricha GNN 63 22 0 22 Mar 2023
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics Febin P. Sunny Mahdi Nikdast S. Pasricha 64 18 0 31 Aug 2022
Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations Asif Mirza Amin Shafiee Sanmitra Banerjee Krishnendu Chakrabarty S. Pasricha Mahdi Nikdast 29 17 0 19 Apr 2022
GANs for Medical Image Synthesis: An Empirical Study Youssef Skandarani Pierre-Marc Jodoin A. Lalande MedIm 61 182 0 11 May 2021
BPLight-CNN: A Photonics-based Backpropagation Accelerator for Deep Learning Dharanidhar Dang Sai Vineel Reddy Chittamuru S. Pasricha R. Mahapatra D. Sahoo 35 15 0 19 Feb 2021
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha 51 72 0 13 Feb 2021
PCNNA: A Photonic Convolutional Neural Network Accelerator A. Mehrabian Yousra Alkabani V. Sorger T. El-Ghazawi 51 66 0 23 Jul 2018
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks Amir Yazdanbakhsh Hajar Falahati Philip J. Wolfe K. Samadi Nam Sung Kim H. Esmaeilzadeh 85 74 0 10 May 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 108 694 0 06 Jan 2018
ArtGAN: Artwork Synthesis with Conditional Categorical GANs W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 61 112 0 11 Feb 2017
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 180 3,714 0 27 Jul 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 297 14,032 0 19 Nov 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 607 12,745 0 11 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 267 10,438 0 06 Nov 2014