RxNN: A Framework for Evaluating Deep Neural Networks on Resistive
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RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars

31 August 2018

Abhronil Sengupta

Papers citing "RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars"

10 / 10 papers shown

Title
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators Malte J. Rasch C. Mackin Manuel Le Gallo An Chen A. Fasoli ... P. Narayanan H. Tsai G. Burr Abu Sebastian Vijay Narayanan 13 84 0 16 Feb 2023
XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars Abhiroop Bhattacharjee Abhishek Moitra Priyadarshini Panda AAML 23 1 0 15 Feb 2023
SpikeSim: An end-to-end Compute-in-Memory Hardware Evaluation Tool for Benchmarking Spiking Neural Networks Abhishek Moitra Abhiroop Bhattacharjee Runcong Kuang Gokul Krishnan Yu Cao Priyadarshini Panda 24 20 0 24 Oct 2022
Examining the Robustness of Spiking Neural Networks on Non-ideal Memristive Crossbars Abhiroop Bhattacharjee Youngeun Kim Abhishek Moitra Priyadarshini Panda 30 15 0 20 Jun 2022
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks Gokul Krishnan Sumit K. Mandal Manvitha Pannala C. Chakrabarti Jae-sun Seo Ümit Y. Ogras Yu Cao 16 40 0 14 Aug 2021
Efficiency-driven Hardware Optimization for Adversarially Robust Neural Networks Abhiroop Bhattacharjee Abhishek Moitra Priyadarshini Panda AAML 27 8 0 09 May 2021
Rethinking Non-idealities in Memristive Crossbars for Adversarial Robustness in Neural Networks Abhiroop Bhattacharjee Priyadarshini Panda AAML 28 19 0 25 Aug 2020
TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems Sourjya Roy S. Sridharan Shubham Jain A. Raghunathan 19 44 0 25 Feb 2020
Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation Chuteng Zhou Prad Kadambi Matthew Mattina P. Whatmough 19 35 0 14 Jan 2020
TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks Shubham Jain S. Gupta A. Raghunathan MQ 30 37 0 15 Sep 2019