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Reconfigurable and Energy-Efficient Architecture for Deploying Multi-Layer RNNs on FPGA
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2024, 卷号: PP, 期号: 99
作者:
Xiangyu Zhang
;
Yiren Zhu
;
Xin Lou
Adobe PDF(4791Kb)
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收藏
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浏览/下载:180/5
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提交时间:2024/10/21
Analog storage
Gluing
Multilayer neural networks
Reconfigurable architectures
Reconfigurable hardware
Static random access storage
System-on-chip
% reductions
Energy-efficient architectures
Gated recurrent unit
Hardware accelerators
Long short-term memory
Multi-layers
Neural-networks
Reconfigurable
Recurrent neural network
Short term memory
Interference Management in Space-Air-Ground Integrated Networks with Fully Distributed Rate-Splitting Multiple Access
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 149-164
作者:
Shengyu Zhang
;
Yijie Mao
;
Bruno Clerckx
;
Tony Q.S. Quek
Adobe PDF(4358Kb)
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浏览/下载:172/1
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提交时间:2024/11/11
Amplitude modulation
Antenna grounds
Beam forming networks
Benchmarking
Integrated circuit design
Recurrent neural networks
Satellite communication systems
Satellites
Space division multiple access
Structural analysis
Structural dynamics
Unmanned aerial vehicles (UAV)
Air grounds
Deep learning
Ergodics
Integrated networks
Interference management
Multiple access
Rate splitting
Rate-splitting multiple access
Space-air-ground integrated network
Sum-rate
Development and validation of machine learning-based transient identification models in a liquid-fueled molten salt reactor system
期刊论文
NUCLEAR ENGINEERING AND DESIGN, 2023, 卷号: 415
作者:
Zhou, Tianze
;
Yu, Kaicheng
;
Cheng, Maosong
;
Li, Rui
;
Dai, Zhimin
Adobe PDF(6279Kb)
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浏览/下载:258/0
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提交时间:2023/10/27
Decision trees
Learning systems
Nearest neighbor search
Nuclear energy
Nuclear fuels
Nuclear reactor accidents
Recurrent neural networks
Support vector machines
'current
Engineering applications
Identification modeling
Machine-learning
Nuclear reactor systems
Nuclear safety
Prevention of accidents
Rapid identification
Reactor systems
Transient identification
Deep photonic reservoir computing recurrent network
期刊论文
OPTICA, 2023, 卷号: 10, 期号: 12, 页码: 1745-1751
作者:
Shen, Yi-Wei
;
R.-Q., Li
;
G.-T., Liu
;
J., Yu
;
X., He
Adobe PDF(5589Kb)
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浏览/下载:390/4
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提交时间:2024/01/19
Deep neural networks
Digital to analog conversion
Multilayer neural networks
Optical fiber communication
Optical fibers
All optical
Complex task
Computing architecture
Hidden layers
Injection locked
Optical-
Photonic reservoir computing
Process information
Recurrent networks
Reservoir Computing
MFCFlow : A Motion Feature Compensated Multi-Frame Recurrent Network for Optical Flow Estimation
会议论文
PROCEEDINGS - 2023 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV 2023, Waikoloa, HI, United states, January 3, 2023 - January 7, 2023
作者:
Chen, Yonghu
;
Zhu, Dongchen
;
Shi, Wenjun
;
Zhang, Guanghui
;
Zhang, Tianyu
Adobe PDF(2932Kb)
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浏览/下载:322/0
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提交时间:2023/03/17
Computer vision
Recurrent neural networks
'current
Consecutive images
Feature compensation
Motion features
Multi-frame
Multiple-frame
Optical flow estimation
Pixel matching
Recurrent networks
Temporal coherence
A 4×4 Sudoku Solving Model Based on Multi-layer Perceptron
会议论文
2021 INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION ENGINEERING AND COMPUTER SCIENCE, EIECS 2021, Changchun, China, September 23, 2021 - September 25, 2021
作者:
Du, Haoyu
;
Gao, Lanhe
;
Hu, Xiaoyue
Adobe PDF(3840Kb)
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浏览/下载:372/0
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提交时间:2021/12/03
Classification (of information)
Learning algorithms
Recurrent neural networks
Automatic solving
Human expertise
Model
based OPC
Multi
layer perceptron model
Multilayers perceptrons
Q
learning
Reinforcement learning algorithms
Relational network
Sudoku
Sudoku puzzles
Neuralizing Regular Expressions for Slot Filling
会议论文
EMNLP 2021 - 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, Virtual, Punta Cana, Dominican republic, November 7, 2021 - November 11, 2021
作者:
Jiang, Chengyue
;
Jin, Zijian
;
Tu, Kewei
Adobe PDF(742Kb)
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收藏
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浏览/下载:454/0
|
提交时间:2022/12/09
Recurrent neural networks
Inference engines
Pattern matching
Computational linguistics
Approximate inference
Finite state transducers
Inference algorithm
Neural modelling
Neural-networks
Performance
Regular expressions
Sequence Labeling
Training data
BRNN-GAN: Generative Adversarial Networks with Bi-directional Recurrent Neural Networks for Multivariate Time Series Imputation
会议论文
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS - ICPADS, Beijing, China, December 14, 2021 - December 16, 2021
作者:
Zejun Wu
;
Chao Ma
;
Xiaochuan Shi
;
Libing Wu
;
Dian Zhang
Adobe PDF(604Kb)
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收藏
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浏览/下载:170/1
|
提交时间:2022/07/01
Recurrent neural networks
Time series
Time series analysis
Bi-directional
Bi-directional RNN
Data distribution
GAN
Imputation methods
In-depth analysis
Missing value imputation
Missing values
Multivariate time series
Real-world
Robot creativity: Humanlike behaviour in the robot-robot interaction
会议论文
5TH EAI INTERNATIONAL SMART CITY 360 SUMMIT, 2019, Braga, Portugal, December 4, 2019 - December 6, 2019
作者:
Nikolić, Predrag K.
;
Md Tomari, Mohd Razali
Adobe PDF(75450Kb)
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收藏
|
浏览/下载:225/0
|
提交时间:2020/09/27
Recurrent neural networks
Smart cityHuman reasoning
Interactive installations
Recurrent neural network (RNN)
Robot interactions
Sun Tzu
Quantitative photoacoustic blood oxygenation imaging using deep residual and recurrent neural network
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Venice, Italy, April 8, 2019 - April 11, 2019
作者:
Changchun Yang
;
Hengrong Lan
;
Hongtao Zhong
;
Fei Gao
Adobe PDF(126Kb)
|
收藏
|
浏览/下载:214/0
|
提交时间:2022/12/09
Blood
Light scattering
Intelligent systems
Deep neural networks
Photoacoustic effect
Tissue
Optical properties
Monte Carlo methods
Blood oxygen saturation
Diffusive light scattering
Fluence distribution
Optical absorption images
Photo-acoustic imaging
Quantitative estimation
Quantitative images
Residual recurrent u-net
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