All Stories

  1. NEXUS: Speeding Up the Next Wave of AI Workloads, GNN and SSM Optimization on NPUs

    Article • ACM Transactions on Embedded Computing Systems, September 2026, ACM (Association for Computing Machinery)

    Arnab Raha, Soumendu Kumar Ghosh, Arghadip Das

  2. Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset

    Article • ACM Transactions on Design Automation of Electronic Systems, June 2026, ACM (Association for Computing Machinery)

    Arnab Raha, Dr. Suvadeep Banerjee

  3. InterAxNN: Reconfigurable and Approximate in-Memory Processing Accelerator for Ultra-Low-Power Binary Neural Network Inference in Intermittently Powered Systems

    Article • ACM Transactions on Design Automation of Electronic Systems, October 2025, ACM (Association for Computing Machinery)

    Arnab Raha

  4. SwiSS: Switchable Single-Sided Sparsity-based DNN Accelerators

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

    Arnab Raha, Soumendu Kumar Ghosh

  5. 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

  6. Accelerating AI: Optimized Task Distribution across Edge and Cloud for Rapid Responses

    Article • ACM Transactions on Embedded Computing Systems, October 2023, ACM (Association for Computing Machinery)

    Arnab Raha, Soumendu Kumar Ghosh

  7. Energy efficient design of edge inference systems using accuracy-energy tradeoffs

    Article • ACM Transactions on Embedded Computing Systems, July 2023, ACM (Association for Computing Machinery)

    Soumendu Kumar Ghosh, Arnab Raha