Marco Donato
Marco Donato
Assistant Professor, Tufts University
Verified email at
Cited by
Cited by
Masr: A modular accelerator for sparse rnns
U Gupta, B Reagen, L Pentecost, M Donato, T Tambe, AM Rush, GY Wei, ...
2019 28th International Conference on Parallel Architectures and Compilation …, 2019
Maxnvm: Maximizing dnn storage density and inference efficiency with sparse encoding and error mitigation
L Pentecost, M Donato, B Reagen, U Gupta, S Ma, GY Wei, D Brooks
Proceedings of the 52Nd Annual IEEE/ACM International Symposium on …, 2019
On-chip deep neural network storage with multi-level eNVM
M Donato, B Reagen, L Pentecost, U Gupta, D Brooks, GY Wei
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
A 16nm 25mm2 SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators
P Whatmough, SK Lee, M Donato, HC Hsueh, SL Xi, U Gupta, ...
2019 IEEE Symposium on VLSI Circuits, 2019
A noise-immune sub-threshold circuit design based on selective use of Schmitt-trigger logic
M Donato, F Cremona, W Jin, RI Bahar, W Patterson, A Zaslavsky, ...
Proceedings of the great lakes symposium on VLSI, 39-44, 2012
Shot-Noise-Induced Failure in Nanoscale Flip-Flops Part II: Failure Rates in 10-nm Ultimate CMOS
P Jannaty, FC Sabou, ST Le, M Donato, RI Bahar, W Patterson, J Mundy, ...
Electron Devices, IEEE Transactions on 59 (3), 807-812, 2012
9.8 A 25mm2 SoC for IoT Devices with 18ms Noise-Robust Speech-to-Text Latency via Bayesian Speech Denoising and Attention-Based Sequence-to-Sequence …
T Tambe, EY Yang, GG Ko, Y Chai, C Hooper, M Donato, PN Whatmough, ...
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 158-160, 2021
A 3mm2 Programmable Bayesian Inference Accelerator for Unsupervised Machine Perception using Parallel Gibbs Sampling in 16nm
GG Ko, Y Chai, M Donato, PN Whatmough, T Tambe, RA Rutenbar, ...
2020 IEEE Symposium on VLSI Circuits, 1-2, 2020
CHIPKIT: An agile, reusable open-source framework for rapid test chip development
PN Whatmough, M Donato, GG Ko, SK Lee, D Brooks, GY Wei
IEEE Micro 40 (4), 32-40, 2020
MEMTI: Optimizing on-chip nonvolatile storage for visual multitask inference at the edge
M Donato, L Pentecost, D Brooks, GY Wei
IEEE Micro 39 (6), 73-81, 2019
Fully-CMOS Multi-Level Embedded Non-Volatile Memory Devices with Reliable Long-Term Retention for Efficient Storage of Neural Network Weights
S Ma, M Donato, SK Lee, D Brooks, GY Wei
IEEE Electron Device Letters, 2019
Fundamental thermal limits on data retention in low-voltage CMOS latches and SRAM
E Rezaei, M Donato, WR Patterson, A Zaslavsky, RI Bahar
IEEE Transactions on Device and Materials Reliability 20 (3), 488-497, 2020
A simulation framework for analyzing transient effects due to thermal noise in sub-threshold circuits
M Donato, RI Bahar, W Patterson, A Zaslavsky
Proceedings of the 25th edition on Great Lakes Symposium on VLSI, 45-50, 2015
Shot-Noise-Induced Failure in Nanoscale Flip-Flops—Part I: Numerical Framework
P Jannaty, FC Sabou, ST Le, M Donato, RI Bahar, W Patterson, J Mundy, ...
Electron Devices, IEEE Transactions on, 1-7, 0
EdgeBERT: Sentence-level energy optimizations for latency-aware multi-task NLP inference
T Tambe, C Hooper, L Pentecost, T Jia, EY Yang, M Donato, V Sanh, ...
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
A fast simulator for the analysis of sub-threshold thermal noise transients
M Donato, RI Bahar, W Patterson, A Zaslavsky
2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2016
EdgeBERT: Optimizing On-Chip Inference for Multi-Task NLP
T Tambe, C Hooper, L Pentecost, EY Yang, M Donato, V Sanh, AM Rush, ...
arXiv e-prints, arXiv: 2011.14203, 2020
A sub-threshold noise transient simulator based on integrated random telegraph and thermal noise modeling
M Donato, RI Bahar, WR Patterson, A Zaslavsky
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
Design of error-resilient logic gates with reinforcement using implications
X Han, M Donato, RI Bahar, A Zaslavsky, W Patterson
2016 International Great Lakes Symposium on VLSI (GLSVLSI), 191-196, 2016
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories
MM Sharifi, L Pentecost, R Rajaei, A Kazemi, Q Lou, GY Wei, D Brooks, ...
arXiv preprint arXiv:2106.11757, 2021
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