Tousif Rahman

16 papers A 2B 1Misc 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning dynamics, pattern recognition capability and interpretability of the Tsetlin Machine.
Pattern Recognit.
Olga Tarasyuk, Anatoliy Gorbenko, Tousif Rahman, Lei Jiao, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev
2025 J jnl
Dynamic Tsetlin Machine Accelerators for On-Chip Training Using FPGAs.
IEEE Trans. Circuits Syst. I Regul. Pap.
Gang Mao, Tousif Rahman, Sidharth Maheshwari, Bob Pattison, Zhuang Shao, Rishad A. Shafik, Alex Yakovlev
2025 J jnl
Dynamic Tsetlin Machine Accelerators for On-Chip Training at the Edge using FPGAs.
CoRR
Gang Mao, Tousif Rahman, Sidharth Maheshwari, Bob Pattison, Zhuang Shao, Rishad A. Shafik, Alex Yakovlev
2025 B conf
Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs.
SAS
Tousif Rahman, Gang Mao, Bob Pattison, Sidharth Maheshwari, Marcos L. L. Sartori, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev
2025 J jnl
Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs.
CoRR
Tousif Rahman, Gang Mao, Bob Pattison, Sidharth Maheshwari, Marcos L. L. Sartori, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev
2024 A conf
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications.
DATE
Tousif Rahman, Gang Mao, Sidharth Maheshwari, Rishad A. Shafik, Alex Yakovlev
2024 J jnl
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications.
CoRR
Tousif Rahman, Gang Mao, Sidharth Maheshwari, Rishad A. Shafik, Alex Yakovlev
2023 J jnl
An FPGA Architecture for Online Learning using the Tsetlin Machine.
CoRR
Samuel Prescott, Adrian Wheeldon, Rishad A. Shafik, Tousif Rahman, Alex Yakovlev, Ole-Christoffer Granmo
2023 J jnl
Energy-frugal and Interpretable AI Hardware Design using Learning Automata.
CoRR
Rishad A. Shafik, Tousif Rahman, Adrian Wheeldon, Ole-Christoffer Granmo, Alex Yakovlev
2023 A conf
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines.
ISLPED
Omar Ghazal, Simranjeet Singh, Tousif Rahman, Shengqi Yu, Yujin Zheng, Domenico Balsamo, Sachin B. Patkar, Farhad Merchant, Fei Xia, Alex Yakovlev, Rishad A. Shafik
2023 J jnl
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines.
CoRR
Omar Ghazal, Simranjeet Singh, Tousif Rahman, Shengqi Yu, Yujin Zheng, Domenico Balsamo, Sachin B. Patkar, Farhad Merchant, Fei Xia, Alex Yakovlev, Rishad A. Shafik
2023 — conf
Logic-Based Machine Learning with Reproducible Decision Model Using the Tsetlin Machine.
IDAACS
Olga Tarasyuk, Anatoliy Gorbenko, Tousif Rahman, Rishad A. Shafik, Alex Yakovlev
2023 J jnl
REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines.
IEEE Trans. Pattern Anal. Mach. Intell.
Sidharth Maheshwari, Tousif Rahman, Rishad A. Shafik, Alex Yakovlev, Ashur Rafiev, Lei Jiao, Ole-Christoffer Granmo
2022 Misc conf
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines.
SenSys
Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari
2022 Misc conf
Logic-based intelligence for batteryless sensors.
HotMobile
Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar
2021 J jnl
Low-Power Audio Keyword Spotting using Tsetlin Machines.
CoRR
Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur