TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar
Systems

TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems

25 February 2020

Papers citing "TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems"

10 / 10 papers shown

Title
When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design Abhishek Moitra Abhiroop Bhattacharjee Yuhang Li Youngeun Kim Priyadarshini Panda 30 1 0 22 Aug 2024
Synaptogen: A cross-domain generative device model for large-scale neuromorphic circuit design T. Hennen Leon Brackmann Tobias Ziegler Sebastian Siegel S. Menzel Rainer Waser D. Wouters Daniel Bedau 22 1 0 09 Apr 2024
ClipFormer: Key-Value Clipping of Transformers on Memristive Crossbars for Write Noise Mitigation Abhiroop Bhattacharjee Abhishek Moitra Priyadarshini Panda CLIP 24 6 0 04 Feb 2024
Examining the Role and Limits of Batchnorm Optimization to Mitigate Diverse Hardware-noise in In-memory Computing Abhiroop Bhattacharjee Abhishek Moitra Youngeun Kim Yeshwanth Venkatesha Priyadarshini Panda 13 9 0 28 May 2023
X-Former: In-Memory Acceleration of Transformers S. Sridharan Jacob R. Stevens Kaushik Roy A. Raghunathan GNN 26 35 0 13 Mar 2023
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
Side-channel attack analysis on in-memory computing architectures Ziyu Wang Fanruo Meng Yongmo Park Jason Eshraghian Wei D. Lu 24 21 0 06 Sep 2022
A Co-design view of Compute in-Memory with Non-Volatile Elements for Neural Networks W. Haensch A. Raghunathan Kaushik Roy B. Chakrabarti C. Phatak Cheng Wang Supratik Guha 34 2 0 03 Jun 2022
SEMULATOR: Emulating the Dynamics of Crossbar Array-based Analog Neural System with Regression Neural Networks Chaeun Lee Seyoung Kim 16 0 0 19 Jan 2021