Akash Dev Roshan
Research Scholar | VLSI | Machine Learning
A research scholar in the Department of Electronics and
Electrical Engineering at IIT Guwahati. My work focuses on designing
and optimizing the VLSI architecture of neural networks, blending my passion for cutting-edge
technology with a strong foundation in research and innovation.
Beyond academia, I am an avid cricket enthusiast. Balancing my technical pursuits with my love for the game has always been a source of inspiration and discipline in my life.
"Building the next generation of learnable machines with VLSI and ML."
Degree: Master of Science (MS-Engg.) + Ph.D🎓
Department: Electronics and Electrical Engineering
Specialization: VLSI and Machine Learning
Key Subjects: Digital IC Design, VLSI DSP, Machine Learning Architectures
Teaching Assistant: VLSI LAB, Machine Learning Architectures, VLSI CAD, Data Analysis (E&ICT)
IITG Cricket Captain: 2021 - 2025
Year: 2020 - 2026
Degree: Bachelor of Engineering🎓
Department: Electronics and Telecommunication Engineering
RCDYPVP: Rotaractor of the year, 2016 - 2017
Year: 2015 - 2019
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A. D. Roshan, P. Guha and G. Trivedi, "Hardware-Optimized Regression Tree-Based Sigmoid and Tanh Functions for Machine Learning Applications," in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 72, no. 1, pp. 283-287, Jan. 2025, doi: 10.1109/TCSII.2024.3485493. A. D. Roshan, P. Guha and G. Trivedi, "On-Chip Hardware Training: Implementation of Backpropagation for Parameter Fine-Tuning of Deep Neural Networks," 2025 8th International Conference on Circuits, Systems and Simulation (ICCSS), Ho Chi Minh City, Vietnam, 2025, pp. 23-27, doi: 10.1109/ICCSS65911.2025.11081740. A. D. Roshan, P. Guha and G. Trivedi, "Piecewise Regression Tree-Based Hardware Implementation of Swish Activation Function for Deep Neural Network Applications," 2025 29th International Symposium on VLSI Design and Test (VDAT). S. Jog, I. Deshpande, V. Bhatnagar, A. D. Roshan, et al., "Analysis of the Near Field Emission from the PCB of a Car Deck Player," 2018 15th International Conference on ElectroMagnetic Interference & Compatibility (INCEMIC), Bengaluru, India, 2018, pp. 1-4, doi: 10.1109/INCEMIC.2018.8704604.
Gold Medal - Cricket: Inter-Varisty organized by Assam Cricket Association, Dibrugarh, 2025. Gold Medal - Cricket: Spardha, IIT BHU, 2025. Gold Medal - Cricket: Udghosh, IIT Kanpur, 2024. Gold Medal - Cricket: Spirit, IIT Guwahati, 2023, 2024. Gold Medal - Cricket: CPL, IIT Guwahati, 2021, 2025. Gold Medal - Cricket: Spardha, IIT Guwahati, 2023. Gold Medal - Cricket: Inter-School League, SCS Ranchi, 2013-14. Gold Medal - Cricket: Inter-District, Ramgarh, 2010-11. Silver Medal - Cricket: Spardha, IIT Guwahati, 2025. Silver Medal - Cricket: Udghosh, IIT Kanpur, 2023. Silver Medal - Cricket: Inter-District, Ranchi, 2013-14. Bronze Medal - Cricket: Spardha, IIT Guwahati, 2022, 2025. Player of the Tournament - Cricket: Inter-Varsity, Dibrugarh, 2025. Player of the Tournament - Cricket: CPL, IIT Guwahati, 2021, 2025. Player of the Tournament - Cricket: Spardha, IIT Guwahati, 2022, 2023.📧 Email: akash_dev@iitg.ac.in | akashdevroshan@gmail.com
🔗 LinkedIn: Akash Dev Roshan