All Stories

  1. End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables

    Article • ACM Transactions on Computing for Healthcare, June 2026, ACM (Association for Computing Machinery)

    Massimo Poncino, Sara Vinco

  2. Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices

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

    Massimo Poncino, Sara Vinco

  3. Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks

    Article • August 2022, ACM (Association for Computing Machinery)

    Massimo Poncino

  4. Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

    Article • ACM Transactions on Embedded Computing Systems, July 2022, ACM (Association for Computing Machinery)

    Andrea Calimera, Massimo Poncino

  5. Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring

    Article • ACM Transactions on Computing for Healthcare, April 2022, ACM (Association for Computing Machinery)

    Massimo Poncino

  6. Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks

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

    Massimo Poncino

  7. TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference

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

    Massimo Poncino

  8. ACME: An Energy-Efficient Approximate Bus Encoding for I2C

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

    Andrea Calimera, Massimo Poncino

  9. Ultra-compact binary neural networks for human activity recognition on RISC-V processors

    Article • May 2021, ACM (Association for Computing Machinery)

    Massimo Poncino, Andrea Calimera

  10. Low-Overhead Power Trace Obfuscation for Smart Meter Privacy

    Article • June 2019, ACM (Association for Computing Machinery)

    Massimo Poncino

  11. A Cross-level Verification Methodology for Digital IPs Augmented with Embedded Timing Monitors

    Article • ACM Transactions on Design Automation of Electronic Systems, May 2019, ACM (Association for Computing Machinery)

    Massimo Poncino, Sara Vinco

  12. Dynamic Beam Width Tuning for Energy-Efficient Recurrent Neural Networks

    Article • May 2019, ACM (Association for Computing Machinery)

    Massimo Poncino

  13. Battery-aware Design Exploration of Scheduling Policies for Multi-sensor Devices

    Article • May 2018, ACM (Association for Computing Machinery)

    Yukai Chen, Massimo Poncino

  14. Optimal Topology-Aware PV Panel Floorplanning with Hybrid Orientation

    Article • May 2018, ACM (Association for Computing Machinery)

    Massimo Poncino, Sara Vinco

  15. Approximate Energy-Efficient Encoding for Serial Interfaces

    Article • ACM Transactions on Design Automation of Electronic Systems, July 2017, ACM (Association for Computing Machinery)

    Massimo Poncino

  16. Logic Synthesis of CMOS Circuits and Beyond

    Article • April 2017, Wiley

    Massimo Poncino

  17. A Li-Ion Battery Charge Protocol with Optimal Aging-Quality of Service Trade-off

    Article • August 2016, ACM (Association for Computing Machinery)

    Yukai Chen, Massimo Poncino

  18. Serial T0

    Article • June 2016, ACM (Association for Computing Machinery)

    Massimo Poncino

  19. Smart Systems Integration and Simulation

    Article • January 2016, Springer Science + Business Media

    Massimo Poncino

  20. Smart Electronic Systems: An Overview

    Article • January 2016, Springer Science + Business Media

    Massimo Poncino

  21. Energy-Efficient Digital Processing via Approximate Computing

    Article • January 2016, Springer Science + Business Media

    Massimo Poncino

  22. One-pass logic synthesis for graphene-based Pass-XNOR logic circuits

    Article • June 2015, ACM (Association for Computing Machinery)

    Andrea Calimera, Massimo Poncino

  23. Characterizing the Activity Factor in NBTI Aging Models for Embedded Cores

    Article • May 2015, ACM (Association for Computing Machinery)

    Andrea Calimera, Massimo Poncino, Yukai Chen

  24. Design and Characterization of Analog-to-Digital Converters using Graphene P-N Junctions

    Article • May 2015, ACM (Association for Computing Machinery)

    Andrea Calimera, Massimo Poncino

  25. Exploiting the Expressive Power of Graphene Reconfigurable Gates via Post-Synthesis Optimization

    Article • May 2015, ACM (Association for Computing Machinery)

    Andrea Calimera, Massimo Poncino, Professor Giovanni De Micheli

  26. Thermal management of batteries using a hybrid supercapacitor architecture

    Article • January 2014, EDAA

    Massimo Poncino

  27. Cache aging reduction with improved performance using dynamically re-sizable cache

    Article • January 2014, EDAA

    Massimo Poncino

  28. Thermal management of batteries using a hybrid supercapacitor architecture

    Article • January 2014, EDAA

    Massimo Poncino

  29. Cache aging reduction with improved performance using dynamically re-sizable cache

    Article • January 2014, EDAA

    Massimo Poncino

  30. Placement-aware clustering for integrated clock and power gating

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Massimo Poncino, Andrea Calimera

  31. Energy efficiency bounds of pulse-encoded buses

    Article • January 2008, ACM (Association for Computing Machinery)

    Massimo Poncino

  32. Ambient Intelligence: A Computational Platform Perspective

    Article • January 2003, Springer Science + Business Media

    Massimo Poncino

  33. Memory Design Techniques for Low Energy Embedded Systems

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  34. Introduction

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  35. Perspectives

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  36. Application-Driven Memory Partitioning

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  37. Energy Optimization of the Memory Sub-System

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  38. Application-Specific Memories

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  39. Application-Specific Core-Based Systems

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  40. Application-Specific Code Compression

    Article • January 2002, Springer Science + Business Media

    Massimo Poncino

  41. Energy-Efficient Shared Memory Architectures for Multi-Processor Systems-On-Chip

    Article • Springer Science + Business Media

    Massimo Poncino