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2020 – today
- 2024
[c4]Akul Malhotra, Chunguang Wang, Sumeet Kumar Gupta:
BNN-Flip: Enhancing the Fault Tolerance and Security of Compute-in-Memory Enabled Binary Neural Network Accelerators. ASPDAC 2024: 146-152- [i7]Akul Malhotra, Sumeet Kumar Gupta:
Memory Faults in Activation-sparse Quantized Deep Neural Networks: Analysis and Mitigation using Sharpness-aware Training. CoRR abs/2406.10528 (2024) - [i6]Niharika Thakuria, Akul Malhotra, Sandeep Krishna Thirumala, Reena Elangovan, Anand Raghunathan, Sumeet Kumar Gupta:
SiTe CiM: Signed Ternary Computing-in-Memory for Ultra-Low Precision Deep Neural Networks. CoRR abs/2408.13617 (2024) - 2023
- [j1]Akul Malhotra
, Atanu K. Saha, Chunguang Wang, Sumeet Kumar Gupta:
ADRA: Extending Digital Computing-In-Memory With Asymmetric Dual-Row-Activation. IEEE Trans. Circuits Syst. II Express Briefs 70(8): 3089-3093 (2023) - [c3]Akul Malhotra, Chunguang Wang, Sumeet Kumar Gupta:
TFix: Exploiting the Natural Redundancy of Ternary Neural Networks for Fault Tolerant In-Memory Vector Matrix Multiplication. DAC 2023: 1-6 - [i5]Akul Malhotra, Sumeet Kumar Gupta:
FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networks. CoRR abs/2301.00675 (2023) - 2022
- [c2]Shamik Kundu, Akul Malhotra, Arnab Raha, Sumeet Kumar Gupta, Kanad Basu:
RIBoNN: Designing Robust In-Memory Binary Neural Network Accelerators. ITC 2022: 504-508 - [i4]Akul Malhotra, Atanu K. Saha, Chunguang Wang, Sumeet Kumar Gupta:
ADRA: Extending Digital Computing-in-Memory with Asymmetric Dual-Row-Activation. CoRR abs/2201.01509 (2022)
2010 – 2019
- 2019
- [c1]Kanika Monga, Akul Malhotra, Nitin Chaturvedi, S. Gurunayaranan:
A Novel Low Power Non-Volatile SRAM Cell with Self Write Termination. ICCCNT 2019: 1-4 - [i3]Kanika Monga, Akul Malhotra, Nitin Chaturvedi, S. Gurunayaranan:
A Novel Low Power Non-Volatile SRAM Cell with Self Write Termination. CoRR abs/1910.04683 (2019) - [i2]Kezhou Yang, Akul Malhotra, Sen Lu, Abhronil Sengupta:
All-Spin Bayesian Neural Networks. CoRR abs/1911.05828 (2019) - [i1]Akul Malhotra, Sen Lu, Kezhou Yang, Abhronil Sengupta:
Exploiting Oxide Based Resistive RAM Variability for Probabilistic AI Hardware Design. CoRR abs/1911.08555 (2019)
Coauthor Index
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last updated on 2024-09-30 00:08 CEST by the dblp team
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