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Deep learning model for solar and wind energy forecasting considering Northwest China as an example Journal article
Li, Pengyu, Yang, Huiyu, Wu, Han, Wang, Yujia, Su, Hao, Zheng, Tianlong, Zhu, Fang, Zhang, Guangtao, Han, Yu. Deep learning model for solar and wind energy forecasting considering Northwest China as an example[J]. Results in Engineering, 2024, 24, 102939.
Authors:  Li, Pengyu;  Yang, Huiyu;  Wu, Han;  Wang, Yujia;  Su, Hao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.0/5.6 | Submit date：2024/10/10
Attention-based Spatial-temporal Graph Neural Network  Deep Learning  Long Short-term Memory  Solar Energy  Wind Energy  
From Savoring Past Trips to Craving Future Journeys: The Role of Destination Cultural Capital and Enjoyable Reminiscence Journal article
Sun, Danni, Wong, Ip Kin Anthony, Huang, Guoqiong Ivanka, Kim, Jong Hyeong, Liu, Matthew Tingchi. From Savoring Past Trips to Craving Future Journeys: The Role of Destination Cultural Capital and Enjoyable Reminiscence[J]. Journal of Travel Research, 2024, 63(8), 1913-1932.
Authors:  Sun, Danni;  Wong, Ip Kin Anthony;  Huang, Guoqiong Ivanka;  Kim, Jong Hyeong;  Liu, Matthew Tingchi
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:8.0/9.7 | Submit date：2024/02/22
Cultural Capital  Destination Brand Love  Enjoyable Reminiscence  Impression In Memory  Mental Time Travel  
A 28-nm 18.7 TOPS/mm 2 89.4-to-234.6 TOPS/W 8b Single-Finger eDRAM Compute-in-Memory Macro With Bit-Wise Sparsity Aware and Kernel-Wise Weight Update/Refresh Journal article
Zhan, Yi, Yu, Wei Han, Un, Ka Fai, Martins, Rui P., Mak, Pui In. A 28-nm 18.7 TOPS/mm 2 89.4-to-234.6 TOPS/W 8b Single-Finger eDRAM Compute-in-Memory Macro With Bit-Wise Sparsity Aware and Kernel-Wise Weight Update/Refresh[J]. IEEE Journal of Solid-State Circuits, 2024, 59(11), 3866-3876.
Authors:  Zhan, Yi;  Yu, Wei Han;  Un, Ka Fai;  Martins, Rui P.;  Mak, Pui In
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/5.6 | Submit date：2024/05/16
Compute-in-memory (Cim)  Deep Neural Network (Dnn)  Embedded Dynamic Random Access Memory (Edram)  Input-sparsity  Single-finger (Sf)  Weight Update/refresh  
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training Journal article
Zhou, Haoran, Rang, Wei, Chen, Hongyang, Zhou, Xiaobo, Cheng, Dazhao. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1920-1935.
Authors:  Zhou, Haoran;  Rang, Wei;  Chen, Hongyang;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Deep Neural Network Training  Heterogeneous Memory  Memory Management  Performance Optimization  
A 5T-SRAM Based Computing-in-Memory Macro Featuring Partial Sum Boosting and Analog Non-Uniform Quantization Conference paper
Xin, Guoqiang, Tan, Fei, Li, Junde, Chen, Junren, Yu, Wei Han, Un, Ka Fai, Martins, Rui P., Mak, Pui In. A 5T-SRAM Based Computing-in-Memory Macro Featuring Partial Sum Boosting and Analog Non-Uniform Quantization[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 882-887.
Authors:  Xin, Guoqiang;  Tan, Fei;  Li, Junde;  Chen, Junren;  Yu, Wei Han; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/10/10
5t-sram  Analog Non-uniform Quantization (Anuq)  Computing-in-memory (Clm)  Machine Learning (Ml)  Matrix-vector Multiplication (Mvm)  Partial Sum Boosting (Psb)  
Similar patterns of brain activity for holistic representation of working memory: a study in children and adults Journal article
Zhang Yifan, STRELNIKOV KUZMA. Similar patterns of brain activity for holistic representation of working memory: a study in children and adults[J]. Cerebral Cortex, 2024, 34(9), bhae370.
Authors:  Zhang Yifan;  STRELNIKOV KUZMA
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/3.7 | Submit date：2024/07/23
Fmri  Mvpa  Patterns Of Brain Activity  Representations  Working Memory  
Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing Conference paper
Wu, Yebo, Li, Li, Tian, Chunlin, Chang, Tao, Lin, Chi, Wang, Cong, Xu, Cheng Zhong. Heterogeneity-Aware Memory Efficient Federated Learning via Progressive Layer Freezing[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Wu, Yebo;  Li, Li;  Tian, Chunlin;  Chang, Tao;  Lin, Chi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Federated Learning  Heterogeneous Memory  On-device Training  Training  Accuracy  Runtime  Perturbation Methods  Memory Management  Quality Of Service  
Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks Conference paper
Zhan, Shichen, Wu, Yebo, Tian, Chunlin, Zhao, Yan, Li, Li. Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Zhan, Shichen;  Wu, Yebo;  Tian, Chunlin;  Zhao, Yan;  Li, Li
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2024/11/05
Federated Learning  Pre-training  Resource-efficient  Training  Performance Evaluation  Energy Consumption  Accuracy  Memory Management  Quality Of Service  
A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes Journal article
He, Pengyu, Zhao, Yuanzhe, Xie, Heng, Wang, Yang, Yin, Shouyi, Li, Li, Zhu, Yan, Martins, Rui P., Chan, Chi Hang, Zhang, Minglei. A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes[J]. IEEE Solid-State Circuits Letters, 2024, 7, 271-274.
Authors:  He, Pengyu;  Zhao, Yuanzhe;  Xie, Heng;  Wang, Yang;  Yin, Shouyi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/10/10
Compute-in-memory Macro(Cim)  Exponent Pre-process  Floating-point(Fp)  Reconfigurable  Segmented Computation  
FedCBE: A federated-learning-based collaborative battery estimation system with non-IID data Journal article
Lai, Rucong, Wang, Jie, Tian, Yong, Tian, Jindong. FedCBE: A federated-learning-based collaborative battery estimation system with non-IID data[J]. Applied Energy, 2024, 368, 123534.
Authors:  Lai, Rucong;  Wang, Jie;  Tian, Yong;  Tian, Jindong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/06/05
Federated Learning  Lithium-ion Battery  Long Short-term Memory  State-of-charge Estimation