All Stories

  1. Graph Learning-based Fault Criticality Analysis for Enhancing Functional Safety of E/E Systems

    Article • June 2024, ACM (Association for Computing Machinery)

    Arnab Raha, Dr. Suvadeep Banerjee

  2. Trouble-shooting at GAN Point: Improving Functional Safety in Deep Learning Accelerators

    Article • IEEE Transactions on Computers, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  3. DiagNNose: Towards Error Localization in Deep Learning Hardware based on VTA-TVM Stack

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  4. Special Session: Effective In-field Testing of Deep Neural Network Hardware Accelerators

    Article • April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  5. A Novel Low-power Compression Scheme for Systolic Array-based Deep Learning Accelerators

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  6. Analysis and Mitigation of DRAM Faults in Sparse-DNN Accelerators

    Article • IEEE Design and Test, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  7. Online Fast Detection and Diagnosis of Power Grid Security Attacks Using State Checksums

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  8. HardCompress: A Novel Hardware-based Low-power Compression Scheme for DNN Accelerators

    Article • April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  9. Toward Functional Safety of Systolic Array-Based Deep Learning Hardware Accelerators

    Article • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  10. ALERA

    Article • ACM Transactions on Intelligent Systems and Technology, August 2019, ACM (Association for Computing Machinery)

    Suvadeep Banerjee, Dr. Suvadeep Banerjee

  11. Mixed Signal Design Validation Using Reinforcement Learning Guided Stimulus Generation for Behavior Discovery

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  12. Real-Time Error Detection in Nonlinear Control Systems Using Machine Learning Assisted State-Space Encoding

    Article • IEEE Transactions on Dependable and Secure Computing, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  13. Cross-Layer Control Adaptation for Autonomous System Resilience

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  14. Error Resilient Neuromorphic Networks Using Checker Neurons

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  15. ReiNN: Efficient error resilience in artificial neural networks using encoded consistency checks

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  16. Design of efficient error resilience in signal processing and control systems: From algorithms to circuits

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  17. Probabilistic error detection and correction in switched capacitor circuits using checksum codes

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  18. Real-time self-learning for control law adaptation in nonlinear systems using encoded check states

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  19. On-line diagnosis and compensation for parametric failures in linear state variable circuits and systems using time-domain checksum observers

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  20. Efficient cross-layer concurrent error detection in nonlinear control systems using mapped predictive check states

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  21. Concurrent error detection and tolerance in Kalman filters using encoded state and statistical covariance checks

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  22. Checksum based error detection in linearized representations of non linear control systems

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  23. Infant mortality tests for analog and mixed-signal circuits

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  24. Real-time DC motor error detection and control compensation using linear checksums

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  25. Concurrent error detection in nonlinear digital filters using checksum linearization and residue prediction

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  26. Digitally-compatible ring oscillator frequency driven tuning of CN-TFT amplifiers: Performance compensation under statistical and morphological variations

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  27. A Noise Aware CML Latch Modelling for Large System Simulation

    Article • January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  28. Error Resilient Real-Time State Variable Systems for Signal Processing and Control

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  29. Low cost implicit built-in self-test of passive RFID Tags

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  30. Real-time correction of dc servo motor and controller failures using analog checksums

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  31. Real-time transient error and induced noise cancellation in linear analog filters using learning-assisted adaptive analog checksums

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  32. Design of low cost fault tolerant analog circuits using real-time learned error compensation

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  33. Enhanced Resolution Time-Domain Reflectometry for High Speed Channels: Characterizing Spatial Discontinuities with Non-ideal Stimulus

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  34. Real-time checking of linear control systems using analog checksums

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  35. Fuzzy model predictive control of non-linear processes using convolution models and foraging algorithms

    Article • Measurement, May 2013, Elsevier

    Dr. Suvadeep Banerjee

  36. Statistical Video Tracking of Pomegranate Fruits

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Suvadeep Banerjee

  37. Feedback linearizing indirect adaptive fuzzy control with foraging based on-line plant model estimation

    Article • Applied Soft Computing, June 2011, Elsevier

    Dr. Suvadeep Banerjee