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期刊论文 [65]
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Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method
期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:
Li, Chengdong
;
Zhou, Changgeng
;
Peng, Wei
;
Lv, Yisheng
;
Luo, Xin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/08
PV power generation prediction
Deep fuzzy model
Double input rule module
Data driven method
Least square method
Prediction of human odour assessments based on hedonic tone method using instrument measurements and multi-sensor data fusion integrated neural networks
期刊论文
BIOSYSTEMS ENGINEERING, 2020, 卷号: 200, 页码: 272-283
作者:
Chang, Fangle
;
Heinemann, Paul H.
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/03/08
Hedonic tone
Electronic nose
zNose (TM)
Artificial Neural Networks
Multi-sensor data fusion
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
作者:
Jin, Pengzhan
;
Zhang, Zhen
;
Zhu, Aiqing
;
Tang, Yifa
;
Karniadakis, George Em
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/04/26
Deep learning
Physics-informed
Dynamical systems
Hamiltonian systems
Symplectic maps
Symplectic integrators
Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2020, 卷号: 106, 页码: 13
作者:
Liu, Quansheng
;
Wang, Xinyu
;
Huang, Xing
;
Yin, Xin
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/05/25
TBM
Rock mass classification
Integrated algorithm
AdaBoost-CART model
SMOTE
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
Swallow: A Versatile Accelerator for Sparse Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:
Liu, Bosheng
;
Chen, Xiaoming
;
Han, Yinhe
;
Xu, Haobo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/12/01
Accelerator
convolutional (Conv) layers
fully connected (FC) layers
sparse neural networks (SNNs)
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4707-4720
作者:
Cai, Yi
;
Lin, Yujun
;
Xia, Lixue
;
Chen, Xiaoming
;
Han, Song
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
Gradient sparsification
lifetime
neural networks
training-in-memory
wear-leveling
Nonlinear quantum neuron: A fundamental building block for quantum neural networks
期刊论文
PHYSICAL REVIEW A, 2020, 卷号: 102, 期号: 5, 页码: 8
作者:
Yan, Shilu
;
Qi, Hongsheng
;
Cui, Wei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/01/14
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Zhao, Dongcheng
;
Zeng, Yi
;
Zhang, Tielin
;
Shi, Mengting
;
Zhao, Feifei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/01/06
SNN
plasticity
brain
local STDP
global feedback alignment
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