Ji Li
Ji Li
Data & Applied Scientist at Microsoft
Dirección de correo verificada de microsoft.com - Página principal
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Año
Sc-dcnn: highly-scalable deep convolutional neural network using stochastic computing
A Ren, J Li, Z Li, C Ding, X Qian, Q Qiu, B Yuan, Y Wang
22nd ACM International Conference on Architectural Support for Programming …, 2017
1122017
DRL-cloud: Deep reinforcement learning-based resource provisioning and task scheduling for cloud service providers
M Cheng, J Li, S Nazarian
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 129-134, 2018
612018
Dscnn: Hardware-oriented optimization for stochastic computing based deep convolutional neural networks
Z Li, A Ren, J Li, Q Qiu, Y Wang, B Yuan
2016 IEEE 34th International Conference on Computer Design (ICCD), 678-681, 2016
432016
Towards acceleration of deep convolutional neural networks using stochastic computing
J Li, A Ren, Z Li, C Ding, B Yuan, Q Qiu, Y Wang
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 115-120, 2017
402017
Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks
J Li, Z Yuan, Z Li, C Ding, A Ren, Q Qiu, J Draper, Y Wang
2017 International Joint Conference on Neural Networks (IJCNN), 1230-1236, 2017
342017
Structural Design Optimization for Deep Convolutional Neural Networks using Stochastic Computing
Z Li, A Ren, J Li, Q Qiu, B Yuan, J Draper, Y Wang
Design Automation and Test in Europe (DATE), 2017
282017
Multisource indoor energy harvesting for nonvolatile processors
C Ding, N Liu, Y Wang, J Li, S Heidari, J Hu, Y Liu
IEEE Design & Test 34 (3), 42-49, 2017
222017
Negotiation-based task scheduling and storage control algorithm to minimize user's electric bills under dynamic prices
J Li, Y Wang, X Lin, S Nazarian, M Pedram
The 20th Asia and South Pacific Design Automation Conference, 261-266, 2015
212015
Negotiation-based task scheduling to minimize user's electricity bills under dynamic energy prices
J Li, Y Wang, T Cui, S Nazarian, M Pedram
Green Communications (OnlineGreencomm), 2014 IEEE Online Conference on, 1-6, 2014
202014
Fully Printed All-Solid-State Organic Flexible Artificial Synapse for Neuromorphic Computing
Q Liu, Y Liu, J Li, C Lau, F Wu, A Zhang, Z Li, M Chen, H Fu, J Draper, ...
ACS applied materials & interfaces 11 (18), 16749-16757, 2019
192019
HEIF: Highly efficient stochastic computing-based inference framework for deep neural networks
Z Li, J Li, A Ren, R Cai, C Ding, X Qian, J Draper, B Yuan, J Tang, Q Qiu, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
192018
Fundamental challenges toward making the iot a reachable reality: A model-centric investigation
Y Xue, J Li, S Nazarian, P Bogdan
ACM Transactions on Design Automation of Electronic Systems (TODAES) 22 (3 …, 2017
192017
Accelerating soft-error-rate (ser) estimation in the presence of single event transients
J Li, J Draper
2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2016
182016
Normalization and dropout for stochastic computing-based deep convolutional neural networks
J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian, Q Qiu, B Yuan, ...
Integration 65, 395-403, 2019
162019
Softmax regression design for stochastic computing based deep convolutional neural networks
Z Yuan, J Li, Z Li, C Ding, A Ren, B Yuan, Q Qiu, J Draper, Y Wang
Proceedings of the on Great Lakes Symposium on VLSI 2017, 467-470, 2017
162017
Joint Soft-Error-Rate (SER) Estimation for Combinational Logic and Sequential Elements
J Li, J Draper
2016 IEEE Computer Society Annual Symposium on. IEEE, 2016
142016
Accelerated soft-error-rate (SER) estimation for combinational and sequential circuits
J Li, J Draper
ACM Transactions on Design Automation of Electronic Systems (TODAES) 22 (3 …, 2017
132017
Fast and energy-aware resource provisioning and task scheduling for cloud systems
H Li, J Li, W Yao, S Nazarian, X Lin, Y Wang
2017 18th International Symposium on Quality Electronic Design (ISQED), 174-179, 2017
132017
Cts2m: concurrent task scheduling and storage management for residential energy consumers under dynamic energy pricing
J Li, X Lin, S Nazarian, M Pedram
IET Cyber-Physical Systems: Theory & Applications 2 (3), 111-117, 2017
112017
Leakage power reduction for deeply-scaled FinFET circuits operating in multiple voltage regimes using fine-grained gate-length biasing technique
J Li, Q Xie, Y Wang, S Nazarian, M Pedram
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2015
112015
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