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A 218 GOPS neural network accelerator based on a novel cost-efficient surrogate gradient scheme for pattern classification Journal article
Siddique, Ali, Iqbal, Muhammad Azhar, Aleem, Muhammad, Islam, Muhammad Arshad. A 218 GOPS neural network accelerator based on a novel cost-efficient surrogate gradient scheme for pattern classification[J]. Microprocessors and Microsystems, 2023, 99, 104831.
Authors:  Siddique, Ali;  Iqbal, Muhammad Azhar;  Aleem, Muhammad;  Islam, Muhammad Arshad
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:1.9/2.0 | Submit date：2023/07/20
Activation Function  Artificial Neural Networks (Anns)  Deep Learning (Dl)  Dying Relu  Field Programmable Gate Arrays (Fpgas)  Giga OPerations Per Second (Gops)  Surrogate Gradient  
New zeroing neural network with finite-time convergence for dynamic complex-value linear equation and its applications Journal article
Wang, Guancheng, Li, Qinrou, Liu, Shaoqing, Xiao, Hua, Zhang, Bob. New zeroing neural network with finite-time convergence for dynamic complex-value linear equation and its applications[J]. CHAOS SOLITONS & FRACTALS, 2022, 164, 112674.
Authors:  Wang, Guancheng;  Li, Qinrou;  Liu, Shaoqing;  Xiao, Hua;  Zhang, Bob
Favorite | TC[WOS]:12 TC[Scopus]:12  IF:5.3/5.4 | Submit date：2022/12/01
Bounded Nonlinear Activation Function  Convergence Analysis  Dynamic Complex Value Linear Equation  Zeroing Neural Network  
A high-performance, hardware-based deep learning system for disease diagnosis Journal article
Siddique, Ali, Iqbal, Muhammad Azhar, Aleem, Muhammad, Lin, Jerry Chun Wei. A high-performance, hardware-based deep learning system for disease diagnosis[J]. PeerJ Computer Science, 2022, 8, 17.
Authors:  Siddique, Ali;  Iqbal, Muhammad Azhar;  Aleem, Muhammad;  Lin, Jerry Chun Wei
Favorite | TC[Scopus]:2  IF:3.5/3.4 | Submit date：2023/01/30
Activation Function  Cancer Diagnosis  Deep Learning  Field Programmable Gate Array  Hardware Friendly  Neural Networks  Swish  
Berberine improves colitis by triggering AhR activation by microbial tryptophan catabolites Journal article
Jing, Wanghui, Dong, Sijing, Luo, Xialin, Liu, Jingjing, Wei, Bin, Du, Wei, Yang, Lin, Luo, Hua, Wang, Yitao, Wang, Sicen, Lu, Haitao. Berberine improves colitis by triggering AhR activation by microbial tryptophan catabolites[J]. Pharmacological Research, 2021, 164.
Authors:  Jing, Wanghui;  Dong, Sijing;  Luo, Xialin;  Liu, Jingjing;  Wei, Bin; et al.
Favorite | TC[WOS]:114 TC[Scopus]:122  IF:9.1/9.0 | Submit date：2021/09/13
Ahr Activation  Berberine  Gut Barrier Function  Inflammatory Bowel Disease  Microbial Tryptophan Catabolites  
Comparison and Combination of Activation Functions in Broad Learning System Conference paper
Lili Xu, C. L. Philip Chen L.. Comparison and Combination of Activation Functions in Broad Learning System[C], 2020, 3537-3542.
Authors:  Lili Xu;  C. L. Philip Chen L.
Favorite | TC[WOS]:4 TC[Scopus]:5 | Submit date：2021/12/06
Activation Function  Broad Learning System  Classification  Combination Method  Regression