Suvadeep Banerjee

46 papers A* 2A 4B 3C 9Misc 7Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Enhancing AMS Circuit Reliability: An Anomaly Dataset for Functional Safety Research in Automotive SoCs. ACM Great Lakes Symposium on VLSI Sanjay Das, Anand Menon, Omar Abiola Abioye, Afreen Fatimah Khazi-Syed, Jonathan Edward Lee, Ayush Arunachalam, Shamik Kundu, Pooja Madhusoodhanan, Prasanth Viswanathan Pillai, Rubin A. Parekhji, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
2025	J	`jnl`	Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset. CoRR Anand Menon, Samit S. Miftah, Shamik Kundu, Souvik Kundu, Amisha Srivastava, Arnab Raha, Gabriel Theodor Sonnenschein, Suvadeep Banerjee, Deepak Mathaikutty, Kanad Basu
2025	—	`conf`	Formal Verification of a Custom Compiler for a Fully Homomorphic Encryption Accelerator. ISQED Zhenkun Yang, Suvadeep Banerjee, Jeremy Casas, Jin Yang
2025	A*	`conf`	Machine Learning-Driven STL Generation for Enhancing Functional Safety of E/E Systems. DAC Sanjay Das, Swastik Bhattacharya, Anand Menon, Shamik Kundu, Pooja Madhusoodhanan, Prasanth Viswanathan Pillai, Rubin A. Parekhji, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
2025	Misc	`conf`	OpenAssert: Towards Secure Assertion Generation using Large Language Models. VTS Anand Menon, Samit Shahnawaz Miftah, Amisha Srivastava, Shamik Kundu, Shovik Kundu, Arnab Raha, Suvadeep Banerjee, Deepak Mathaikutty, Kanad Basu
2024	J	`jnl`	DiagNNose: Toward Error Localization in Deep Learning Hardware-Based on VTA-TVM Stack. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
2024	J	`jnl`	Enhancing Functional Safety in Automotive AMS Circuits through Unsupervised Machine Learning. CoRR Ayush Arunachalam, Ian Kintz, Suvadeep Banerjee, Arnab Raha, Xiankun Jin, Fei Su, Viswanathan Pillai Prasanth, Rubin A. Parekhji, Suriyaprakash Natarajan, Kanad Basu
2024	A*	`conf`	Graph Learning-based Fault Criticality Analysis for Enhancing Functional Safety of E/E Systems. DAC Sanjay Das, Shamik Kundu, Pooja Madhusoodhanan, Viswanathan Pillai Prasanth, Rubin A. Parekhji, Arnab Raha, Suvadeep Banerjee, Suriya Natarajan, Kanad Basu
2023	J	`jnl`	A Novel Low-Power Compression Scheme for Systolic Array-Based Deep Learning Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ayush Arunachalam, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
2023	J	`jnl`	Analysis and Mitigation of DRAM Faults in Sparse-DNN Accelerators. IEEE Des. Test Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
2023	A	`conf`	Enhanced ML-Based Approach for Functional Safety Improvement in Automotive AMS Circuits. ITC Ayush Arunachalam, Sanjay Das, Monikka Rajan, Fei Su, Xiankun Jin, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
2023	—	`conf`	Reusing GEMM Hardware for Efficient Execution of Depthwise Separable Convolution on ASIC-Based DNN Accelerators. ASP-DAC Susmita Dey Manasi, Suvadeep Banerjee, Abhijit Davare, Anton A. Sorokin, Steven M. Burns, Desmond A. Kirkpatrick, Sachin S. Sapatnekar
2023	J	`jnl`	Trouble-Shooting at GAN Point: Improving Functional Safety in Deep Learning Accelerators. IEEE Trans. Computers Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Fei Su, Suriyaprakash Natarajan, Kanad Basu
2022	A	`conf`	DEFCON: Defect Acceleration through Content Optimization. ITC Suriyaprakash Natarajan, Abhijit Sathaye, Chaitali Oak, Nipun Chaplot, Suvadeep Banerjee
2022	—	`conf`	Fault Resilience of DNN Accelerators for Compressed Sensor Inputs. ISVLSI Ayush Arunachalam, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Kanad Basu
2022	Misc	`conf`	Special Session: Effective In-field Testing of Deep Neural Network Hardware Accelerators. VTS Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Kanad Basu
2022	A	`conf`	Unsupervised Learning-based Early Anomaly Detection in AMS Circuits of Automotive SoCs. ITC Ayush Arunachalam, Athulya Kizhakkayil, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Robert Jin, Fei Su, Kanad Basu
2021	J	`jnl`	A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration. CoRR Suvadeep Banerjee, Steve Burns, Pasquale Cocchini, Abhijit Davare, Shweta Jain, Desmond Kirkpatrick, Anton Sorokin, Jin Yang, Zhenkun Yang
2021	—	`conf`	HardCompress: A Novel Hardware-based Low-power Compression Scheme for DNN Accelerators. ISQED Ayush Arunachalam, Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
2021	C	`conf`	Online Fast Detection and Diagnosis of Power Grid Security Attacks Using State Checksums. IOLTS Suvadeep Banerjee, Abhijit Chatterjee
2021	J	`jnl`	RHNAS: Realizable Hardware and Neural Architecture Search. CoRR Yash Akhauri, Adithya Niranjan, J. Pablo Muñoz, Suvadeep Banerjee, Abhijit Davare, Pasquale Cocchini, Anton A. Sorokin, Ravi Iyer, Nilesh Jain
2021	J	`jnl`	Real-Time Error Detection in Nonlinear Control Systems Using Machine Learning Assisted State-Space Encoding. IEEE Trans. Dependable Secur. Comput. Suvadeep Banerjee, Balavinayagam Samynathan, Jacob A. Abraham, Abhijit Chatterjee
2021	J	`jnl`	Toward Functional Safety of Systolic Array-Based Deep Learning Hardware Accelerators. IEEE Trans. Very Large Scale Integr. Syst. Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
2019	J	`jnl`	ALERA: Accelerated Reinforcement Learning Driven Adaptation to Electro-Mechanical Degradation in Nonlinear Control Systems Using Encoded State Space Error Signatures. ACM Trans. Intell. Syst. Technol. Suvadeep Banerjee, Abhijit Chatterjee
2019	Misc	`conf`	Mixed Signal Design Validation Using Reinforcement Learning Guided Stimulus Generation for Behavior Discovery. VTS Barry John Muldrey, Suvadeep Banerjee, Abhijit Chatterjee
2018	C	`conf`	Cross-Layer Control Adaptation for Autonomous System Resilience. IOLTS Md Imran Momtaz, Suvadeep Banerjee, Sujay Pandey, Jacob A. Abraham, Abhijit Chatterjee
2018	C	`conf`	Error Resilient Neuromorphic Networks Using Checker Neurons. IOLTS Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
2018	B	`conf`	ReiNN: Efficient error resilience in artificial neural networks using encoded consistency checks. ETS Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
2018	—	`—`	State-space encoding driven error resilience in control systems and circuits. Suvadeep Banerjee
2017	C	`conf`	Design of efficient error resilience in signal processing and control systems: From algorithms to circuits. IOLTS Jacob A. Abraham, Suvadeep Banerjee, Abhijit Chatterjee
2017	Misc	`conf`	On-line diagnosis and compensation for parametric failures in linear state variable circuits and systems using time-domain checksum observers. VTS Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
2017	C	`conf`	Probabilistic error detection and correction in switched capacitor circuits using checksum codes. IOLTS Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
2017	B	`conf`	Real-time self-learning for control law adaptation in nonlinear systems using encoded check states. ETS Suvadeep Banerjee, Abhijit Chatterjee
2016	—	`conf`	Checksum based error detection in linearized representations of non linear control systems. LATS Suvadeep Banerjee, Abhijit Chatterjee, Jacob A. Abraham
2016	C	`conf`	Concurrent error detection and tolerance in Kalman filters using encoded state and statistical covariance checks. IOLTS Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
2016	A	`conf`	Efficient cross-layer concurrent error detection in nonlinear control systems using mapped predictive check states. ITC Suvadeep Banerjee, Abhijit Chatterjee, Jacob A. Abraham
2016	Misc	`conf`	Infant mortality tests for analog and mixed-signal circuits. VTS Suvadeep Banerjee, Suriyaprakash Natarajan
2016	Misc	`conf`	Real-time DC motor error detection and control compensation using linear checksums. VTS Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
2015	Misc	`conf`	A Noise Aware CML Latch Modelling for Large System Simulation. VLSID Debesh Bhatta, Suvadeep Banerjee, Abhijit Chatterjee
2015	C	`conf`	Concurrent error detection in nonlinear digital filters using checksum linearization and residue prediction. IOLTS Suvadeep Banerjee, Md Imran Momtaz, Abhijit Chatterjee
2014	B	`conf`	Design of low cost fault tolerant analog circuits using real-time learned error compensation. ETS Suvadeep Banerjee, Álvaro Gómez-Pau, Abhijit Chatterjee
2014	—	`conf`	Error Resilient Real-Time State Variable Systems for Signal Processing and Control. ATS Suvadeep Banerjee, Álvaro Gómez-Pau, Abhijit Chatterjee, Jacob A. Abraham
2014	C	`conf`	Real-time transient error and induced noise cancellation in linear analog filters using learning-assisted adaptive analog checksums. IOLTS Álvaro Gómez-Pau, Suvadeep Banerjee, Abhijit Chatterjee
2013	—	`conf`	Enhanced Resolution Time-Domain Reflectometry for High Speed Channels: Characterizing Spatial Discontinuities with Non-ideal Stimulus. Asian Test Symposium Suvadeep Banerjee, Hyun Woo Choi, David C. Keezer, Abhijit Chatterjee
2013	C	`conf`	Real-time checking of linear control systems using analog checksums. IOLTS Suvadeep Banerjee, Aritra Banerjee, Abhijit Chatterjee, Jacob A. Abraham
2011	J	`jnl`	Feedback linearizing indirect adaptive fuzzy control with foraging based on-line plant model estimation. Appl. Soft Comput. Suvadeep Banerjee, Ankush Chakrabarty, Sayan Maity, Amitava Chatterjee