Ayush Arunachalam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Unsupervised Learning

Wavelet Transform

Compression Scheme

Search Space Reduction

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Ayush Arunachalam, Ian Kintz, Suvadeep Banerjee, Arnab Raha, Xiankun Jin, Fei Su, Viswanathan Pillai Prasanth, Rubin A. Parekhji, Suriyaprakash Natarajan, Kanad Basu
Enhancing Functional Safety in Automotive AMS Circuits through Unsupervised Machine Learning. CoRR (2024)
Xingyu Meng, Amisha Srivastava, Ayush Arunachalam, Avik Ray, Pedro Henrique Silva, Rafail Psiakis, Yiorgos Makris, Kanad Basu
Unlocking Hardware Security Assurance: The Potential of LLMs. CoRR (2023)
Amisha Srivastava, Chao Lu, Navnil Choudhury, Ayush Arunachalam, Kanad Basu
Search Space Reduction for Efficient Quantum Compilation. ACM Great Lakes Symposium on VLSI (2023)
Ayush Arunachalam, Sanjay Das, Monikka Rajan, Fei Su, Xiankun Jin, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
Enhanced ML-Based Approach for Functional Safety Improvement in Automotive AMS Circuits. ITC (2023)
Ayush Arunachalam, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
A Novel Low-Power Compression Scheme for Systolic Array-Based Deep Learning Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Ayush Arunachalam, Shamik Kundu, Arnab Rahat, Suvadeep Banerjee, Kanad Basu
Fault Resilience of DNN Accelerators for Compressed Sensor Inputs. ISVLSI (2022)
Ayush Arunachalam, S. Novia Berriel, Parag Banerjee, Kanad Basu
Machine Learning-enhanced Efficient Spectroscopic Ellipsometry Modeling. CoRR (2022)
Ayush Arunachalam, Athulya Kizhakkayil, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Robert Jin, Fei Su, Kanad Basu
Unsupervised Learning-based Early Anomaly Detection in AMS Circuits of Automotive SoCs. ITC (2022)
Ayush Arunachalam, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
HardCompress: A Novel Hardware-based Low-power Compression Scheme for DNN Accelerators. ISQED (2021)