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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  
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