Suvadeep Banerjee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Neural Architecture

Error Resilient

Top Venues

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)
Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
DiagNNose: Toward Error Localization in Deep Learning Hardware-Based on VTA-TVM Stack. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Shamik Kundu, Arnab Raha, Suvadeep Banerjee, Suriyaprakash Natarajan, Kanad Basu
Analysis and Mitigation of DRAM Faults in Sparse-DNN Accelerators. IEEE Des. Test 40 (2) (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)
Susmita Dey Manasi, Suvadeep Banerjee, Abhijit Davare, Anton A. Sorokin, Steven M. Burns, Desmond A. Kirkpatrick, Sachin S. Sapatnekar
Reusing GEMM Hardware for Efficient Execution of Depthwise Separable Convolution on ASIC-Based DNN Accelerators. ASP-DAC (2023)
Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Fei Su, Suriyaprakash Natarajan, Kanad Basu
Trouble-Shooting at GAN Point: Improving Functional Safety in Deep Learning Accelerators. IEEE Trans. Computers 72 (8) (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)
Suriyaprakash Natarajan, Abhijit Sathaye, Chaitali Oak, Nipun Chaplot, Suvadeep Banerjee
DEFCON: Defect Acceleration through Content Optimization. ITC (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)
Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Kanad Basu
Special Session: Effective In-field Testing of Deep Neural Network Hardware Accelerators. VTS (2022)
Suvadeep Banerjee, Balavinayagam Samynathan, Jacob A. Abraham, Abhijit Chatterjee
Real-Time Error Detection in Nonlinear Control Systems Using Machine Learning Assisted State-Space Encoding. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Suvadeep Banerjee, Steve Burns, Pasquale Cocchini, Abhijit Davare, Shweta Jain, Desmond Kirkpatrick, Anton Sorokin, Jin Yang, Zhenkun Yang
A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration. CoRR (2021)
Yash Akhauri, Adithya Niranjan, J. Pablo Muñoz, Suvadeep Banerjee, Abhijit Davare, Pasquale Cocchini, Anton A. Sorokin, Ravi Iyer, Nilesh Jain
RHNAS: Realizable Hardware and Neural Architecture Search. CoRR (2021)
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)
Shamik Kundu, Suvadeep Banerjee, Arnab Raha, Suriyaprakash Natarajan, Kanad Basu
Toward Functional Safety of Systolic Array-Based Deep Learning Hardware Accelerators. IEEE Trans. Very Large Scale Integr. Syst. 29 (3) (2021)
Suvadeep Banerjee, Abhijit Chatterjee
Online Fast Detection and Diagnosis of Power Grid Security Attacks Using State Checksums. IOLTS (2021)
Suvadeep Banerjee, Abhijit Chatterjee
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. 10 (4) (2019)
Barry John Muldrey, Suvadeep Banerjee, Abhijit Chatterjee
Mixed Signal Design Validation Using Reinforcement Learning Guided Stimulus Generation for Behavior Discovery. VTS (2019)
Md Imran Momtaz, Suvadeep Banerjee, Sujay Pandey, Jacob A. Abraham, Abhijit Chatterjee
Cross-Layer Control Adaptation for Autonomous System Resilience. IOLTS (2018)
Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
ReiNN: Efficient error resilience in artificial neural networks using encoded consistency checks. ETS (2018)
Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
Error Resilient Neuromorphic Networks Using Checker Neurons. IOLTS (2018)
Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
On-line diagnosis and compensation for parametric failures in linear state variable circuits and systems using time-domain checksum observers. VTS (2017)
Jacob A. Abraham, Suvadeep Banerjee, Abhijit Chatterjee
Design of efficient error resilience in signal processing and control systems: From algorithms to circuits. IOLTS (2017)
Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
Probabilistic error detection and correction in switched capacitor circuits using checksum codes. IOLTS (2017)
Suvadeep Banerjee, Abhijit Chatterjee
Real-time self-learning for control law adaptation in nonlinear systems using encoded check states. ETS (2017)
Sujay Pandey, Suvadeep Banerjee, Abhijit Chatterjee
Concurrent error detection and tolerance in Kalman filters using encoded state and statistical covariance checks. IOLTS (2016)
Md Imran Momtaz, Suvadeep Banerjee, Abhijit Chatterjee
Real-time DC motor error detection and control compensation using linear checksums. VTS (2016)
Suvadeep Banerjee, Suriyaprakash Natarajan
Infant mortality tests for analog and mixed-signal circuits. VTS (2016)
Suvadeep Banerjee, Abhijit Chatterjee, Jacob A. Abraham
Efficient cross-layer concurrent error detection in nonlinear control systems using mapped predictive check states. ITC (2016)
Suvadeep Banerjee, Abhijit Chatterjee, Jacob A. Abraham
Checksum based error detection in linearized representations of non linear control systems. LATS (2016)
Suvadeep Banerjee, Md Imran Momtaz, Abhijit Chatterjee
Concurrent error detection in nonlinear digital filters using checksum linearization and residue prediction. IOLTS (2015)
Debesh Bhatta, Suvadeep Banerjee, Abhijit Chatterjee
A Noise Aware CML Latch Modelling for Large System Simulation. VLSI Design (2015)
Suvadeep Banerjee, Álvaro Gómez-Pau, Abhijit Chatterjee, Jacob A. Abraham
Error Resilient Real-Time State Variable Systems for Signal Processing and Control. ATS (2014)
Suvadeep Banerjee, Álvaro Gómez-Pau, Abhijit Chatterjee
Design of low cost fault tolerant analog circuits using real-time learned error compensation. ETS (2014)
Álvaro Gómez-Pau, Suvadeep Banerjee, Abhijit Chatterjee
Real-time transient error and induced noise cancellation in linear analog filters using learning-assisted adaptive analog checksums. IOLTS (2014)
Suvadeep Banerjee, Aritra Banerjee, Abhijit Chatterjee, Jacob A. Abraham
Real-time checking of linear control systems using analog checksums. IOLTS (2013)
Suvadeep Banerjee, Hyun Woo Choi, David C. Keezer, Abhijit Chatterjee
Enhanced Resolution Time-Domain Reflectometry for High Speed Channels: Characterizing Spatial Discontinuities with Non-ideal Stimulus. Asian Test Symposium (2013)
Suvadeep Banerjee, Ankush Chakrabarty, Sayan Maity, Amitava Chatterjee
Feedback linearizing indirect adaptive fuzzy control with foraging based on-line plant model estimation. Appl. Soft Comput. 11 (4) (2011)