Research Programme in Energy-autonomous always-on cognitive and attentive cameras for distributed real-time vision with milliwatt power consumption


HOME  |  SUB-PROJECTS  |  TEAM  |  IMPACT  |  NEWS  |  INDUSTRY ENGAGEMENT  |  CAREERS  |  CONTACTS  |  FOLLOW


Publications

1 S. Jain, L. Lin, M. Alioto, Adaptive Digital Circuits for Power-Performance Range beyond Wide Voltage Scaling, Springer, 2020
2 S. Jain, L. Longyang, M. Alioto, “Automated Design of Reconfigurable Micro-Architectures for Accelerators under Wide Voltage Scaling,” accepted to IEEE Trans. on VLSI Systems
3 O. Aiello, P. Crovetti, M. Alioto, “Fully Synthesizable Low-Area Analogue-to-Digital Converters with Minimal Design Effort Based on the Dyadic Digital Pulse Modulation,” accepted to IEEE Access
4 A. Alvarez, G. Ponnusamy, M. Alioto, “A Sub-mW, Sub-mm2 Energy-Quality Scalable Feature Extraction Accelerator for Distributed Vision in 40nm,” accepted to IEEE Access
5 L. Lin, S. Jain, M. Alioto, “Sub-nW Microcontroller with Dual-Mode Logic and Self-startup for Battery-Indifferent Sensor Nodes,” submitted to IEEE JSSC


Presentations

1 Neural Epitome Search for Architecture-Agnostic Network Compression, International Conference on Learning Representations
2 S. Jain, L. Lin, M. Alioto, “Broad-Purpose In-Memory Computing for DSP and Machine Learning Workloads Based on Commercial Bitcell,” being submitted to ASSCC 2020
3 J. H. Teo, K. Ali, S. Sarkar, M. Alioto, “Dual-Mode Clock Gating and Comparator Merging for 2.7X Energy/Conversion Reduction in SAR ADCs under Low-Activity Inputs,” being submitted to ASSCC 2020
4 O. Aiello, P. Crovetti, A. Sharma, M. Alioto, “Fully-Synthesizable Current-Input ADCs for Ultra-Low Area and Minimal Design Effort,” accepted to ICECS 2019
5 S. Jain, L. Longyang, M. Alioto, “Low-Overhead Drop-In Techniques to Extend the Energy-Performance Tradeoff in Microcontrollers Beyond VDD Scaling,” in Proc. of ASSCC 2019, pp. 125-129, Macau (China), Nov. 2019

Demos and public materials



Talks
1 Neural Epitome Search for Architecture-Agnostic Network Compression, Presentation at ICLR conference on 25/04/2020
2 Survival of the fittest: circuits and architectures for computation with ultra-wide power-performance adaptation beyond voltage scaling – keynote speech at the IEEE S3S 2019 conference, Oct 16, 2019, San Jose (USA)
3 Survival of the fittest: circuits and architectures with wide power-performance adaptation – Beyond voltage scaling and down to pWs – keynote speech at the IEEE MCSoC 2019 conference, Oct 1, 2019, Singapore
4 Survival of the fittest: circuits and architectures with wide power-performance adaptation beyond voltage scaling – keynote speech at the IEEE SOCC 2019 conference, Sept 3, 2019, Singapore
5 Energy-Quality Scalable Integrated Systems - Preserving Energy Downscaling in the Decade Ahead – keynote speech at the IEEE SigTelCom 2019 conference, March 20, 2019, Hanoi (Vietnam)