Learning with Sharing: An Edge-optimized Incremental Learning Method for Deep Neural Networks
Published in IEEE Transactions on Emerging Topics in Computing, 2022
Authors: Muhammad Awais Hussain, Shih-An Huang, Tsung-Han Tsai
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Publications
An Efficient Incremental Learning Algorithm for Sound Classification
Published in IEEE MultiMedia, 2022
Authors: Muhammad Awais Hussain, Chun-Lin Lee, Tsung-Han Tsai
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An Edge-Optimized Incremental Learning Algorithm For Audio Classification
Published in IEEE IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (DEMO), 2022
Authors: Muhammad Awais Hussain, Chun-Lin Lee, Tsung-Han Tsai
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An Area-Efficient and High Throughput Hardware Implementation of Exponent Function
Published in IEEE International Symposium on Circuits and Systems, 2022
Authors: Muhammad Awais Hussain, Tsung-Han Tsai
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An Efficient and Fast Softmax Hardware Architecture (EFSHA) for Deep Neural Networks
Published in IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, 2021
Authors: Muhammad Awais Hussain, Tsung-Han Tsai
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Memory Access Optimization for On-Chip Transfer Learning
Published in IEEE Transactions on Circuits and Systems-I: Regular Paper, 2021
Authors: Muhammad Awais Hussain, Tsung-Han Tsai
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Design of Wireless Vision Sensor Network for Smart Home
Published in IEEE Access, 2020
Authors: Tsung-Han Tsai, Chih-Chi Huang, Chih-Hao Chang, Muhammad Awais Hussain,
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VLSI Implementation of Lossless ECG Compression Algorithm for Low Power Devices
Published in IEEE Transactions on Circuits and Systems II: Express Briefs, 2020
Authors: Tsung-Han Tsai, Muhammad Awais Hussain
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An Improved Framework of Accurate Iris Segmentation under Relaxed Imaging Constraints using Total Variation Model
Published in IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2019), Taitung, Taiwan, 2019
Authors: Ibrahim A. Althamary, Muhammad Awais Hussain, Yung-Hui Li
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VLSI Implementation of ECG Compression Algorithm Using Golomb Rice Coding
Published in IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), Taichung, Taiwan, 2018
Authors: Tsung-Han Tsai, Muhammad Awais Hussain, Ping-Zen Hao Best Paper Award
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Comparison of Hand-Written RTL code against High-Level Synthesis for Blowfish and Tiny Encryption Algorithm (TEA)
Published in International Conference on FPGA Reconfiguration for General-Purpose Computing (FPGA4GPC), Hamburg, Germany (Accepted for Presentation), 2017
Authors: Muhammad Awais Hussain, Rabiah Badar, Syed Waqar Nabi
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FPGA Based Implementation Scenarios of TEA Block Cipher
Published in International Conference on Frontiers of Information Technology (FIT), Islamabad, Pakistan, 2015
Authors: Muhammad Awais Hussain, Rabiah Badar
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A Bi-directional Prototype Mobile Robot to Experiment Light Scale Object-transportation Schemes
Published in International Conference on Emerging Technologies (ICET), Islamabad, Pakistan, 2015
Authors: Muhammad Bilal Khan, Muhammad Awais Hussain, Sajid Nawaz, Khurram Shahzad, Umar Touseef, Raja Jawad Ali Khan
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