Akul Malhotra

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

High Availability

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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)
Akul Malhotra, Sumeet Kumar Gupta
Memory Faults in Activation-sparse Quantized Deep Neural Networks: Analysis and Mitigation using Sharpness-aware Training. CoRR (2024)
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) (2023)
Akul Malhotra, Sumeet Kumar Gupta
FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networks. CoRR (2023)
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)
Akul Malhotra, Atanu K. Saha, Chunguang Wang, Sumeet Kumar Gupta
ADRA: Extending Digital Computing-in-Memory with Asymmetric Dual-Row-Activation. CoRR (2022)
Shamik Kundu, Akul Malhotra, Arnab Raha, Sumeet Kumar Gupta, Kanad Basu
RIBoNN: Designing Robust In-Memory Binary Neural Network Accelerators. ITC (2022)
Kanika Monga, Akul Malhotra, Nitin Chaturvedi, S. Gurunayaranan
A Novel Low Power Non-Volatile SRAM Cell with Self Write Termination. ICCCNT (2019)
Akul Malhotra, Sen Lu, Kezhou Yang, Abhronil Sengupta
Exploiting Oxide Based Resistive RAM Variability for Probabilistic AI Hardware Design. CoRR (2019)
Kanika Monga, Akul Malhotra, Nitin Chaturvedi, S. Gurunayaranan
A Novel Low Power Non-Volatile SRAM Cell with Self Write Termination. CoRR (2019)
Kezhou Yang, Akul Malhotra, Sen Lu, Abhronil Sengupta
All-Spin Bayesian Neural Networks. CoRR (2019)