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Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise

Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise

12 September 2021
Xiaoxuan Yang
Syrine Belakaria
B. K. Joardar
Huanrui Yang
J. Doppa
P. Pande
Krishnendu Chakrabarty
Hai Helen Li
    AAML
ArXiv (abs)PDFHTML

Papers citing "Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise"

8 / 8 papers shown
CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search
CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search
Olga Krestinskaya
M. Fouda
Ahmed M. Eltawil
K. Salama
101
0
0
30 Sep 2025
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore ArchitecturesIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025
Pratyush Dhingra
J. Doppa
P. Pande
172
6
0
17 Jan 2025
Towards Efficient IMC Accelerator Design Through Joint Hardware-Workload Co-optimization
Towards Efficient IMC Accelerator Design Through Joint Hardware-Workload Co-optimizationInternational Symposium on Circuits and Systems (ISCAS), 2024
Olga Krestinskaya
M. Fouda
A. Eltawil
K. Salama
217
4
0
22 Oct 2024
TransCODE: Co-design of Transformers and Accelerators for Efficient
  Training and Inference
TransCODE: Co-design of Transformers and Accelerators for Efficient Training and InferenceIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023
Shikhar Tuli
N. Jha
239
7
0
27 Mar 2023
Preference-Aware Constrained Multi-Objective Bayesian Optimization
Preference-Aware Constrained Multi-Objective Bayesian Optimization
Alaleh Ahmadianshalchi
Syrine Belakaria
J. Doppa
182
11
0
23 Mar 2023
Biologically Plausible Learning on Neuromorphic Hardware Architectures
Biologically Plausible Learning on Neuromorphic Hardware ArchitecturesMidwest Symposium on Circuits and Systems (MWSCAS), 2022
Christopher Wolters
Brady Taylor
Edward Hanson
Xiaoxuan Yang
Ulf Schlichtmann
Yiran Chen
239
3
0
29 Dec 2022
Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions
Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions
Kamilya Smagulova
M. Fouda
Ahmed M. Eltawil
154
2
0
28 Dec 2022
Approximate Computing and the Efficient Machine Learning Expedition
Approximate Computing and the Efficient Machine Learning Expedition
J. Henkel
Hai Helen Li
A. Raghunathan
M. Tahoori
Swagath Venkataramani
Xiaoxuan Yang
Georgios Zervakis
201
23
0
02 Oct 2022
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