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Fast and Accurate NoC Latency Estimation for Application-Specific Traffics Using Machine Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2023
Authors:
Li Y(李扬)
;
Zhou PQ(周平强)
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View/Download:15/0
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Submit date:2023/03/09
Fast NoC Router Latency Estimation Using Machine Learning
会议论文
CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC)
Authors:
Li Y(李扬)
;
Zhou PQ(周平强)
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View/Download:22/0
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Submit date:2023/03/09
A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators
会议论文
2023 DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE (DATE)
Authors:
Qu, Yuanchen
;
Ma, Yu
;
Zhou, Pingqiang
Adobe PDF(3175Kb)
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View/Download:13/1
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Submit date:2023/03/14
CNN Accelerator, Training, Activation Map Sparsification, Energy Consumption, Processing Speed
A Mapping Method Tolerating SAF and Variation for Memristor Crossbar Array Based Neural Network Inference on Edge Devices
期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2023
Authors:
Ma Y(马郁)
;
Zheng LF(郑临风)
;
Zhou PQ(周平强)
Adobe PDF(2598Kb)
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View/Download:9/0
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Submit date:2023/03/14
A Hybrid Training Framework for Speeding UP the Inference Process of Spiking Neural Networks
会议论文
CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE
Authors:
Ziwen Li
;
Yu Ma
;
Pingqiang Zhou
Adobe PDF(1332Kb)
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View/Download:6/0
  |  
Submit date:2023/03/14
The study of TSV-induced and strained silicon-enhanced stress in 3D-ICs
期刊论文
INTEGRATION, 2023, 卷号: 88, 页码: 196-202
Authors:
Zhou, Jindong
;
Chen, Yuyang
;
Jing, Youliang
;
Zhou, Pingqiang
Adobe PDF(2005Kb)
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View/Download:109/0
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Submit date:2022/11/04
Carrier mobility
Integrated circuit manufacture
Silicon
Stress concentration
Thermal stress
Three dimensional integrated circuits
Timing circuits
Transistors
3D Structure
Finite element analyse
Planar transistors
Silicon Technologies
Silicon via
Strained-si
Strained-Silicon
Stresses distribution
Thermal stress distributions
Through silicon via
Tensor Train Random Projection
期刊论文
CMES - COMPUTER MODELING IN ENGINEERING AND SCIENCES, 2023, 卷号: 134, 期号: 2, 页码: 1197-1218
Authors:
Feng, Yani
;
Tang, Kejun
;
He, Lianxing
;
Zhou, Pingqiang
;
Liao, Qifeng
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Adobe PDF(713Kb)
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View/Download:314/68
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Submit date:2022/10/14
Dimension reduction
High-dimensional dataset
Isometric projections
Pairwise distances
Random projection methods
Random projections
Scalings
Speed up
Storage costs
Tensor trains
An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022
Authors:
Rao, Chaolin
;
Wu, Qing
;
Zhou, Pingqiang
;
Yu, Jingyi
;
Zhang, Yuyao
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View/Download:45/0
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Submit date:2023/02/03
Medical image reconstruction
implicit neural representation (INR)
accelerator
energy-efficient
ICARUS: A Specialized Architecture for Neural Radiance Fields Rendering
期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2022, 卷号: 41, 期号: 6
Authors:
Rao, Chaolin
;
Yu, Huangjie
;
Wan, Haochuan
;
Zhou, Jindong
;
Zheng, Yueyang
Adobe PDF(4585Kb)
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View/Download:65/0
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Submit date:2023/01/14
Neural radiance fields (NeRF)
Neural rendering
hardware accelerator
Machine Learning Based Device Modeling and Performance Optimization for FinFETs
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2022
Authors:
Huifan, Zhang
;
Youliang, Jing
;
Pingqiang, Zhou
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View/Download:8/0
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Submit date:2023/03/14
FinFET
device modeling
simulation
machine learning (ML)
design for experiments (DOE)
technology computer-aided design (TCAD)