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ORCIDTousif Rahman
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2020 – today
- 2024
[c5]Tousif Rahman, Gang Mao, Sidharth Maheshwari, Rishad A. Shafik, Alex Yakovlev:
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications. DATE 2024: 1-6- [i5]Tousif Rahman, Gang Mao, Sidharth Maheshwari, Rishad A. Shafik, Alex Yakovlev:
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications. CoRR abs/2403.10538 (2024) - 2023
- [j1]Sidharth Maheshwari
, Tousif Rahman, Rishad A. Shafik, Alex Yakovlev, Ashur Rafiev, Lei Jiao, Ole-Christoffer Granmo:
REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11152-11168 (2023) - [c4]Olga Tarasyuk, Anatoliy Gorbenko, Tousif Rahman, Rishad A. Shafik, Alex Yakovlev:
Logic-Based Machine Learning with Reproducible Decision Model Using the Tsetlin Machine. IDAACS 2023: 465-470 - [c3]Omar Ghazal, Simranjeet Singh, Tousif Rahman, Shengqi Yu, Yujin Zheng, Domenico Balsamo, Sachin B. Patkar, Farhad Merchant, Fei Xia, Alex Yakovlev, Rishad A. Shafik:
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines. ISLPED 2023: 1-6 - [i4]Rishad A. Shafik, Tousif Rahman, Adrian Wheeldon, Ole-Christoffer Granmo, Alex Yakovlev:
Energy-frugal and Interpretable AI Hardware Design using Learning Automata. CoRR abs/2305.11928 (2023) - [i3]Omar Ghazal, Simranjeet Singh, Tousif Rahman, Shengqi Yu, Yujin Zheng, Domenico Balsamo, Sachin B. Patkar, Farhad Merchant, Fei Xia, Alex Yakovlev, Rishad A. Shafik:
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines. CoRR abs/2305.12914 (2023) - [i2]Samuel Prescott, Adrian Wheeldon, Rishad A. Shafik, Tousif Rahman, Alex Yakovlev, Ole-Christoffer Granmo:
An FPGA Architecture for Online Learning using the Tsetlin Machine. CoRR abs/2306.01027 (2023) - 2022
- [c2]Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari:
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines. SenSys 2022: 236-249 - [c1]Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar:
Logic-based intelligence for batteryless sensors. HotMobile 2022: 22-28 - 2021
- [i1]Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur:
Low-Power Audio Keyword Spotting using Tsetlin Machines. CoRR abs/2101.11336 (2021)
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