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ORCIDRishad A. Shafik
Rishad Ahmed Shafik
Person information
- affiliation: Newcastle University, School of Electrical and Electronic Engineering
- affiliation: University of Southampton, School of Electronics and Computer Science
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Books and Theses
- 2010
[b1]Rishad Ahmed Shafik:
Investigation into low power and reliable system-on-chip design. University of Southampton, UK, 2010
Journal Articles
- 2026
- [j26]Olga Tarasyuk
, Anatoliy Gorbenko, Tousif Rahman, Lei Jiao, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev:
Learning dynamics, pattern recognition capability and interpretability of the Tsetlin Machine. Pattern Recognit. 174: 113028 (2026) - [j25]Svein Anders Tunheim, Yujin Zheng, Lei Jiao, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo:
An All-Digital 8.6-nJ/Frame 65-nm Tsetlin Machine Image Classification Accelerator. IEEE Trans. Circuits Syst. I Regul. Pap. 73(2): 1107-1120 (2026) - 2025
- [j24]Shounak Chakraborty, Thanasin Bunnam, Jedsada Arunruerk, Sukarn Agarwal, Shengqi Yu, Rishad A. Shafik, Magnus Själander:
HotReRAM: A Performance-Power-Thermal Simulation Framework for ReRAM-Based Caches. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(9): 3363-3368 (2025) - [j23]Svein Anders Tunheim, Lei Jiao, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo:
Tsetlin Machine-Based Image Classification FPGA Accelerator With On-Device Training. IEEE Trans. Circuits Syst. I Regul. Pap. 72(2): 830-843 (2025) - [j22]Gang Mao, Tousif Rahman, Sidharth Maheshwari, Bob Pattison, Zhuang Shao, Rishad A. Shafik, Alex Yakovlev:
Dynamic Tsetlin Machine Accelerators for On-Chip Training Using FPGAs. IEEE Trans. Circuits Syst. I Regul. Pap. 72(11): 6962-6975 (2025) - 2023
- [j21]Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Lei Jiao, Adrian Wheeldon, Alex Yakovlev, Jie Lei, Morten Goodwin:
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j20]Shengqi Yu, Fei Xia, Rishad A. Shafik, Domenico Balsamo, Alex Yakovlev:
Approximate digital-in analog-out multiplier with asymmetric nonvolatility and low energy consumption. Integr. 93: 102045 (2023) - [j19]Svein Anders Tunheim, Lei Jiao, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo:
Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification. Microprocess. Microsystems 103: 104949 (2023) - [j18]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) - [j17]Sergey Mileiko, Oktay Cetinkaya, Darren Mackie, Rishad A. Shafik, Domenico Balsamo:
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement. IEEE Trans. Sustain. Comput. 8(3): 363-374 (2023) - 2022
- [j16]Venkateshwarlu Yellaswamy Gudur, Sidharth Maheshwari, Amit Acharyya, Rishad A. Shafik:
An FPGA Based Energy-Efficient Read Mapper With Parallel Filtering and In-Situ Verification. IEEE ACM Trans. Comput. Biol. Bioinform. 19(5): 2697-2711 (2022) - 2021
- [j15]Sidharth Maheshwari, Venkateshwarlu Y. Gudur, Rishad A. Shafik, Ian Wilson, Alex Yakovlev, Amit Acharyya:
CORAL: Verification-Aware OpenCL Based Read Mapper for Heterogeneous Systems. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1426-1438 (2021) - 2020
- [j14]Mohammed A. Noaman Al-Hayanni, Fei Xia, Ashur Rafiev, Alexander B. Romanovsky, Rishad A. Shafik, Alex Yakovlev:
Amdahl's law in the context of heterogeneous many-core systems - a survey. IET Comput. Digit. Tech. 14(4): 133-148 (2020) - [j13]Mohammed A. Noaman Al-Hayanni, Ashur Rafiev, Fei Xia, Rishad A. Shafik, Alexander B. Romanovsky, Alex Yakovlev:
PARMA: Parallelization-Aware Run-Time Management for Energy-Efficient Many-Core Systems. IEEE Trans. Computers 69(10): 1507-1518 (2020) - 2018
- [j12]Issa Qiqieh, Rishad A. Shafik, Ghaith Tarawneh, Danil Sokolov, Shidhartha Das, Alexandre Yakovlev:
Significance-Driven Logic Compression for Energy-Efficient Multiplier Design. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(3): 417-430 (2018) - [j11]Rishad A. Shafik, Alex Yakovlev, Shidhartha Das:
Real-Power Computing. IEEE Trans. Computers 67(10): 1445-1461 (2018) - [j10]Ashur Rafiev, Mohammed A. Noaman Al-Hayanni, Fei Xia, Rishad A. Shafik, Alexander B. Romanovsky, Alex Yakovlev:
Speedup and Power Scaling Models for Heterogeneous Many-Core Systems. IEEE Trans. Multi Scale Comput. Syst. 4(3): 436-449 (2018) - 2017
- [j9]Fei Xia, Ashur Rafiev, Ali Aalsaud, Mohammed A. Noaman Al-Hayanni, James J. Davis, Joshua M. Levine, Andrey Mokhov, Alexander B. Romanovsky, Rishad A. Shafik, Alex Yakovlev, Sheng Yang:
Voltage, Throughput, Power, Reliability, and Multicore Scaling. Computer 50(8): 34-45 (2017) - 2016
- [j8]Rishad A. Shafik, Sheng Yang, Anup Das, Luis Alfonso Maeda-Nunez, Geoff V. Merrett, Bashir M. Al-Hashimi:
Learning Transfer-Based Adaptive Energy Minimization in Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(6): 877-890 (2016) - 2015
- [j7]Rishad A. Shafik, Jimson Mathew, Dhiraj K. Pradhan:
A Low-Cost Unified Design Methodology for Secure Test and Intellectual Property Core Protection. IEEE Trans. Reliab. 64(4): 1243-1253 (2015) - 2014
- [j6]Yuanfan Yang, Jimson Mathew, Rishad A. Shafik, Dhiraj K. Pradhan:
Verilog-A Based Effective Complementary Resistive Switch Model for Simulations and Analysis. IEEE Embed. Syst. Lett. 6(1): 12-15 (2014) - [j5]Amit Acharyya, Abhinav Agarwal, Abhijeet Singh, Rishad A. Shafik, Shaik Rafi Ahamed:
Energy-Efficient and High-Speed Robust System Design for Remote Cardiac Health Monitoring. J. Low Power Electron. 10(3): 519-530 (2014) - 2013
- [j4]Ioannis Sourdis, Christos Strydis, Antonino Armato, Christos-Savvas Bouganis, Babak Falsafi, Georgi Nedeltchev Gaydadjiev, Sebastián Isaza, Alirad Malek, R. Mariani, Dionisios N. Pnevmatikatos, Dhiraj K. Pradhan, Gerard K. Rauwerda, Robert M. Seepers, Rishad A. Shafik, Kim Sunesen, Dimitris Theodoropoulos, Stavros Tzilis, Michalis Vavouras:
DeSyRe: On-demand system reliability. Microprocess. Microsystems 37(8-C): 981-1001 (2013) - 2012
- [j3]Rishad A. Shafik, Bashir M. Al-Hashimi, Jeffrey S. Reeve:
System-level design optimization of reliable and low power multiprocessor system-on-chip. Microelectron. Reliab. 52(8): 1735-1748 (2012) - 2011
- [j2]Rishad A. Shafik, Bashir M. Al-Hashimi:
Reliability analysis of on-chip communication architectures: An MPEG-2 video decoder case study. Microprocess. Microsystems 35(2): 285-296 (2011) - 2009
- [j1]Rishad Ahmed Shafik, Bashir M. Al-Hashimi, Sandip Kundu, Alireza Ejlali:
Soft Error-Aware Voltage Scaling Technique for Power Minimization in Application-Specific Multiprocessor System-on-Chip. J. Low Power Electron. 5(2): 145-156 (2009)
Conference and Workshop Papers
- 2026
- [c78]Alex Chan, Mohamed Tarraf, Rishad A. Shafik, Alex Yakovlev:
ANIMATE: Automated Framework for Scalable Design of Tsetlin Machines Using 1-Safe Petri Nets. PETRI NETS 2026: 130-153 - 2025
- [c77]Shengyu Duan, Marcos L. L. Sartori, Rishad A. Shafik, Alex Yakovlev, Emre Ozer:
Efficient FPGA Implementation of Time-Domain Popcount for Low-Complexity Machine Learning. ASYNC 2025: 19-27 - [c76]Hugh Squires-Parkin, Alex Chan, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev:
Asynchronous Design of a Bitwise Elimination Argmax via High-Level Modeling in GraphRack. ASYNC 2025: 89-98 - [c75]Ekin Can Erkus, Alex Chan, Walter Distaso, David B. Thomas, Alex Yakovlev, Rishad A. Shafik:
LatentGraph: From Latent States to Rule-based Expressions for Explainable Financial Forecasting. ICAIF 2025: 745-752 - [c74]C. Kishore, Santhosh Sivasubramani, Sarwath Sara, Arabinda Haldar, Chandrasekhar Murapaka, Rishad A. Shafik, Amit Acharyya:
Energy-Efficient Reconfigurable Skyrmion-Based Counter for Nanoscale Applications. ISCAS 2025: 1-5 - [c73]Shengyu Duan, Rishad A. Shafik, Alex Yakovlev:
ETHEREAL: Energy-efficient and High-throughput Inference using Compressed Tsetlin Machine. IWASI 2025: 1-6 - [c72]Tousif Rahman, Gang Mao, Bob Pattison, Sidharth Maheshwari, Marcos L. L. Sartori, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev:
Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs. SAS 2025: 1-6 - 2024
- [c71]Alex Chan, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev:
Design of Event-Driven Tsetlin Machines Using Safe Petri Nets. Petri Nets 2024: 357-378 - [c70]Amit Singh, Payam M. Barnaghi, Geoff V. Merrett, Eiman Kanjo, Rishad A. Shafik, Aurora Gil de Castro, Florenc Demrozi, Federica Zonzini, Amna Anwar, Bipin Rajendran, Osvaldo Simeone:
Welcome Message from the Chairs. COINS 2024: 1 - [c69]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 - [c68]Tian Lan, Omar Ghazal, Shalman Ojukwu, Komal Krishnamurthy, Rishad A. Shafik, Alex Yakovlev:
An Asynchronous Winner-Takes-All Arbitration Architecture for Tsetlin Machine Acceleration. NewCAS 2024: 16-20 - 2023
- [c67]Sergey Mileiko, Oktay Cetinkaya, Rishad A. Shafik, Domenico Balsamo:
Stateful Energy Management for Multi-Source Energy Harvesting Transient Computing Systems. DATE 2023: 1-6 - [c66]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 - [c65]Omar Ghazal, Gang Mao, Tian Lan, Jesse Ojukwu, Fei Xia, Alex Yakovlev, Rishad A. Shafik:
Asynchronous Control for Tsetlin Machine with Binary Memristor-Transistor Array. ISCAS 2023: 1-5 - [c64]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 - [c63]C. Kishore, Santhosh Sivasubramani, Rishad A. Shafik, Amit Acharyya:
Nano-Magnetic Logic based Architecture for Edge Inference using Tsetlin Machine. NEWCAS 2023: 1-5 - [c62]Komal Krishnamurthy, Omar Ghazal, Tian Lan, Fei Xia, Alex Yakovlev, Rishad A. Shafik:
Variable Duty Cycle Pulse Generation for Low Complexity Randomization in Machine Learning. NEWCAS 2023: 1-5 - [c61]Simranjeet Singh, Omar Ghazal, Chandan Kumar Jha, Vikas Rana, Rolf Drechsler, Rishad A. Shafik, Alex Yakovlev, Sachin B. Patkar, Farhad Merchant:
Finite State Automata Design using 1T1R ReRAM Crossbar. NEWCAS 2023: 1-5 - 2022
- [c60]Dainius Jenkus, Fei Xia, Rishad A. Shafik, Alex Yakovlev:
Runtime Energy Minimization of Distributed Many-Core Systems using Transfer Learning. DATE 2022: 1209-1214 - [c59]Venkateshwarlu Yellaswamy Gudur, Sidharth Maheshwari, Swati Bhardwaj, Amit Acharyya, Rishad A. Shafik:
Hardware-Algorithm Codesign for Fast and Energy Efficient Approximate String Matching on FPGA for Computational Biology. EMBC 2022: 87-90 - [c58]Dévanté Gray, Maryam Mehrnezhad, Rishad A. Shafik:
SenSig: Practical IoT Sensor Fingerprinting Using Calibration Data. EuroS&P Workshops 2022: 66-81 - [c57]Gang Mao, Alex Yakovlev, Fei Xia, Tian Lan, Shengqi Yu, Rishad A. Shafik:
Automated Synthesis of Asynchronous Tsetlin Machines on FPGA. ICECS 2022 2022: 1-4 - [c56]Svein Anders Tunheim, Rohan Kumar Yadav, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo:
Cyclostationary Random Number Sequences for the Tsetlin Machine. IEA/AIE 2022: 844-856 - [c55]Tian Lan, Fei Xia, Gang Mao, Shengqi Yu, Rishad A. Shafik, Alex Yakovlev:
Editable asynchronous control logic for SAR ADCs. ISCAS 2022: 2645-2649 - [c54]Gang Mao, Alex Yakovlev, Fei Xia, Shengqi Yu, Rishad A. Shafik:
Automated Mapping of Asynchronous Circuits on FPGA under Timing Constraints. ISVLSI 2022: 104-109 - [c53]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 - [c52]Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar:
Logic-based intelligence for batteryless sensors. HotMobile 2022: 22-28 - 2021
- [c51]Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik:
Self-timed Reinforcement Learning using Tsetlin Machine. ASYNC 2021: 40-47 - [c50]Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik, Jordan Morris:
Low-Latency Asynchronous Logic Design for Inference at the Edge. DATE 2021: 370-373 - [c49]Shengqi Yu, Rishad A. Shafik, Thanasin Bunnam, Kaiyun Chen, Alex Yakovlev:
Optimized Multi-Memristor Model based Low Energy and Resilient Current-Mode Multiplier Design. DATE 2021: 1230-1233 - [c48]Sidharth Maheshwari, Rishad A. Shafik, Ian Wilson, Alex Yakovlev, Venkateshwarlu Y. Gudur, Amit Acharyya:
PLEDGER: Embedded Whole Genome Read Mapping using Algorithm-HW Co-design and Memory-aware Implementation. DATE 2021: 1855-1858 - [c47]Ibrahim Haddadi, Issa Qiqieh, Rishad A. Shafik, Fei Xia, Mohammed A. Noaman Al-Hayanni, Alex Yakovlev:
Run-time Configurable Approximate Multiplier using Significance-Driven Logic Compression. ICCD 2021: 117-124 - 2020
- [c46]Sidharth Maheshwari, Rishad A. Shafik, Ian Wilson, Alex Yakovlev, Amit Acharyya:
REPUTE: An OpenCL based Read Mapping Tool for Embedded Genomics. DATE 2020: 121-126 - [c45]Shengqi Yu, Ahmed Soltan, Rishad A. Shafik, Thanasin Bunnam, Fei Xia, Domenico Balsamo, Alex Yakovlev:
Current-Mode Carry-Free Multiplier Design using a Memristor-Transistor Crossbar Architecture. DATE 2020: 638-641 - [c44]Jie Lei, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo:
From Arithmetic to Logic based AI: A Comparative Analysis of Neural Networks and Tsetlin Machine. ICECS 2020: 1-4 - [c43]Ivan Shmarov, Pablo Docampo, Thomas Billam, Rishad A. Shafik:
SPICE Modeling and Characterization of Filament Formation Perovskite Memristors. ICECS 2020: 1-4 - [c42]Shengqi Yu, Rishad A. Shafik, Thanasin Bunnam, Kaiyun Chen, Alex Yakovlev:
Self-Amplifying Current-Mode Multiplier Design using a Multi-Memristor Crossbar Cell Structure. ICECS 2020: 1-4 - [c41]Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev:
Explainability and Dependability Analysis of Learning Automata based AI Hardware. IOLTS 2020: 1-4 - [c40]Venkateshwarlu Y. Gudur, Sidharth Maheshwari, Rishad A. Shafik, Amit Acharyya:
Accelerated Filtering and in situ Verification for Energy-Optimized Genome Read Mapping. ISCAS 2020: 1-5 - [c39]Sergey Mileiko, Thanasin Bunnam, Fei Xia, Rishad A. Shafik, Alex Yakovlev:
Dynamics of Time-Domain Power-Elastic Circuits for Pervasive Machine Learning. ISCAS 2020: 1-5 - [c38]Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin:
A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. SGAI Conf. 2020: 108-122 - 2019
- [c37]Sergey Mileiko, Rishad A. Shafik, Alex Yakovlev, Jonathan Edwards:
A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design. DATE 2019: 1603-1606 - 2018
- [c36]Madhuri Panwar, Amit Acharyya, Rishad A. Shafik:
Non-invasive Blood Glucose Estimation Methodology Using Predictive Glucose Homeostasis Models. ISED 2018: 167-172 - [c35]Ali Aalsaud, Haider Alrudainy, Rishad A. Shafik, Fei Xia, Alex Yakovlev:
MEMS-Based Runtime Idle Energy Minimization for Bursty Workloads in Heterogeneous Many-Core Systems. PATMOS 2018: 198-205 - [c34]Ali Aalsaud, Ashur Rafiev, Fei Xia, Rishad A. Shafik, Alex Yakovlev:
Model-Free Runtime Management of Concurrent Workloads for Energy-Efficient Many-Core Heterogeneous Systems. PATMOS 2018: 206-213 - 2017
- [c33]Dave Burke, Dainius Jenkus, Issa Qiqieh, Rishad A. Shafik, Shidhartha Das, Alex Yakovlev:
Significance-driven adaptive approximate computing for energy-efficient image processing applications: special session paper. CODES+ISSS 2017: 28:1-28:2 - [c32]Issa Qiqieh, Rishad A. Shafik, Ghaith Tarawneh, Danil Sokolov, Alex Yakovlev:
Energy-efficient approximate multiplier design using bit significance-driven logic compression. DATE 2017: 7-12 - [c31]Dwaipayan Biswas, Vibishna Balagopal, Rishad A. Shafik, Bashir M. Al-Hashimi, Geoff V. Merrett:
Machine learning for run-time energy optimisation in many-core systems. DATE 2017: 1588-1592 - [c30]Haider Alrudainy, Rishad A. Shafik, Andrey Mokhov, Alex Yakovlev:
Lifetime reliability characterization of N/MEMS used in power gating of digital integrated circuits. DFT 2017: 1-6 - [c29]Rishad A. Shafik, Qiaoyan Yu, S. Saqib Khursheed, Antonio Miele:
Welcome Message. DFT 2017 - [c28]Mohammed A. Noaman Al-Hayanni, Rishad A. Shafik, Ashur Rafiev, Fei Xia, Alex Yakovlev:
Speedup and Parallelization Models for Energy-Efficient Many-Core Systems Using Performance Counters. HPCS 2017: 410-417 - [c27]Issa Qiqieh, Rishad A. Shafik, Ghaith Tarawneh, Danil Sokolov, Shidhartha Das, Alex Yakovlev:
Energy-efficient approximate wallace-tree multiplier using significance-driven logic compression. SiPS 2017: 1-6 - 2016
- [c26]Mohammed A. Noaman Al-Hayanni, Ashur Rafiev, Rishad A. Shafik, Fei Xia:
Power and Energy Normalized Speedup Models for Heterogeneous Many Core Computing. ACSD 2016: 84-93 - [c25]Matthew Travers, Rishad A. Shafik, Fei Xia:
Power-Normalized Performance Optimization of Concurrent Many-Core Applications. ACSD 2016: 94-103 - [c24]Dave Burke, Rishad A. Shafik, Alex Yakovlev:
Challenges and opportunities in research and education of heterogeneous many-core applications. EWME 2016: 1-6 - [c23]Daniel V. Martinez, Rishad A. Shafik, Amit Acharyya, Geoff V. Merrett:
Design and implementation of an adaptive learning system: An MSc project experience. EWME 2016: 1-6 - [c22]Madhuri Panwar, Amit Acharyya, Rishad A. Shafik, Dwaipayan Biswas:
K-nearest neighbor based methodology for accurate diagnosis of diabetes mellitus. ISED 2016: 132-136 - [c21]Ali Aalsaud, Rishad A. Shafik, Ashur Rafiev, Fei Xia, Sheng Yang, Alex Yakovlev:
Power-Aware Performance Adaptation of Concurrent Applications in Heterogeneous Many-Core Systems. ISLPED 2016: 368-373 - 2015
- [c20]Anup Das, Akash Kumar, Bharadwaj Veeravalli, Rishad Ahmed Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi:
Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. DATE 2015: 43-48 - [c19]Rishad A. Shafik, Anup Das, Sheng Yang, Geoff V. Merrett, Bashir M. Al-Hashimi:
Adaptive Energy Minimization of OpenMP Parallel Applications on Many-Core Systems. PARMA-DITAM@HiPEAC 2015: 19-24 - [c18]Sheng Yang, Rishad A. Shafik, Geoff V. Merrett, Edward A. Stott, Joshua M. Levine, James J. Davis, Bashir M. Al-Hashimi:
Adaptive energy minimization of embedded heterogeneous systems using regression-based learning. PATMOS 2015: 103-110 - [c17]Sheng Yang, Rishad A. Shafik, S. Saqib Khursheed, David Flynn, Geoff V. Merrett, Bashir M. Al-Hashimi:
Application-specific memory protection policies for energy-efficient reliable design. RSP 2015: 18-24 - 2014
- [c16]Ioannis Sourdis, Christos Strydis, Antonino Armato, Christos-Savvas Bouganis, Babak Falsafi, Georgi Nedeltchev Gaydadjiev, Sebastián Isaza, Alirad Malek, R. Mariani, Samuel N. Pagliarini, Dionisios N. Pnevmatikatos, Dhiraj K. Pradhan, Gerard K. Rauwerda, Robert M. Seepers, Rishad Ahmed Shafik, Georgios Smaragdos, Dimitris Theodoropoulos, Stavros Tzilis, Michalis Vavouras:
DeSyRe: On-Demand Adaptive and Reconfigurable Fault-Tolerant SoCs. ARC 2014: 312-317 - [c15]Anup Das, Rishad A. Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi, Akash Kumar, Bharadwaj Veeravalli:
Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems. DAC 2014: 170:1-170:6 - [c14]Luo Sun, Jimson Mathew, Rishad A. Shafik, Dhiraj K. Pradhan, Zhen Li:
A low power and robust carbon nanotube 6T SRAM design with metallic tolerance. DATE 2014: 1-4 - 2013
- [c13]Xiaoyu Huang, Jimson Mathew, Rishad A. Shafik, Subhasis Bhattacharjee, Dhiraj K. Pradhan:
A fast and Effective DFT for test and diagnosis of power switches in SoCs. DATE 2013: 1089-1092 - [c12]Rishad A. Shafik, Gerard K. Rauwerda, Jordy Potman, Kim Sunesen, Dhiraj K. Pradhan, Jimson Mathew, Ioannis Sourdis:
Software Modification Aided Transient Error Tolerance for Embedded Systems. DSD 2013: 219-226 - [c11]Basireddy Karunakar Reddy, Srinivas Sabbavarapu, Kshitiz Gupta, Rayapati Prabhat, Amit Acharyya, Rishad A. Shafik, Jimson Mathew:
A Novel and Unified Digital IC Design and Automation Methodology with Reduced NRE Cost and Time-to-Market. ISED 2013: 36-40 - [c10]Abhinav Agarwal, Abhijeet Singh, Amit Acharyya, Rishad A. Shafik, Shaik Rafi Ahamed:
Energy-Efficient and High-Speed Robust Channel Identification Methodology to Solve Permutation Indeterminacy in ICA for Artifacts Removal from ECG in Remote Healthcare. ISED 2013: 52-56 - [c9]Luo Sun, Jimson Mathew, Rishad A. Shafik, Dhiraj K. Pradhan:
Low Power and Robust Binary Tree SRAM Design for Embedded Systems. ISED 2013: 87-92 - [c8]Srinivas Sabbavarapu, Basireddy Karunakar Reddy, Rayapati Prabhat, Kshitiz Gupta, Amit Acharyya, Rishad Ahmed Shafik, Jimson Mathew:
A Novel Physical Synthesis Methodology in the VLSI Design Automation by Introducing Dynamic Library Concept. ISED 2013: 103-107 - [c7]Mohamad Imran Bin Bandan, Subhasis Bhattacharjee, Rishad A. Shafik, Dhiraj K. Pradhan, Jimson Mathew:
Lifetime Reliability-Aware Checkpointing Mechanism: Modelling and Analysis. ISED 2013: 128-132 - 2012
- [c6]Pranav Yeolekar, Rishad A. Shafik, Jimson Mathew, Dhiraj K. Pradhan, Saraju P. Mohanty:
STEP: a unified design methodology for secure test and IP core protection. ACM Great Lakes Symposium on VLSI 2012: 333-338 - [c5]Jamil Galadanci, Rishad A. Shafik, Jimson Mathew, Amit Acharyya, Dhiraj K. Pradhan:
A Closed-Loop Control Strategy for Glucose Control in Artificial Pancreas Systems. ISED 2012: 295-299 - [c4]Rishad A. Shafik, Bashir M. Al-Hashimi, Jimson Mathew, Dhiraj K. Pradhan, Saraju P. Mohanty:
RAEF: A Power Normalized System-Level Reliability Analysis and Estimation Framework. ISVLSI 2012: 189-194 - 2010
- [c3]Rishad A. Shafik, Bashir M. Al-Hashimi, Krishnendu Chakrabarty:
Soft error-aware design optimization of low power and time-constrained embedded systems. DATE 2010: 1462-1467 - 2008
- [c2]Rishad A. Shafik, Paul M. Rosinger, Bashir M. Al-Hashimi:
MPEG-based Performance Comparison between Network-on-Chip and AMBA MPSoC. DDECS 2008: 98-103 - [c1]Rishad A. Shafik, Paul M. Rosinger, Bashir M. Al-Hashimi:
SystemC-Based Minimum Intrusive Fault Injection Technique with Improved Fault Representation. IOLTS 2008: 99-104
Informal and Other Publications
- 2026
- [i32]Mohamed Tarraf, Alex Chan, Alex Yakovlev, Rishad A. Shafik:
Eventizing Traditionally Opaque Binary Neural Networks as 1-safe Petri net Models. CoRR abs/2602.13128 (2026) - [i31]Shengyu Duan, Marcos L. L. Sartori, Rishad A. Shafik, Alex Yakovlev:
TsetlinWiSARD: On-Chip Training of Weightless Neural Networks using Tsetlin Automata on FPGAs. CoRR abs/2603.24186 (2026) - [i30]Ahmed K. Kadhim, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo, Mayur Kishor Shende:
FastOmniTMAE: Parallel Clause Learning for Scalable and Hardware-Efficient Tsetlin Embeddings. CoRR abs/2605.06982 (2026) - 2025
- [i29]Ahmed K. Kadhim, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo:
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings. CoRR abs/2501.18998 (2025) - [i28]Ahmed K. Kadhim, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo, Bimal Bhattarai:
Scalable Multi-phase Word Embedding Using Conjunctive Propositional Clauses. CoRR abs/2501.19018 (2025) - [i27]Svein Anders Tunheim, Yujin Zheng, Lei Jiao, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo:
An All-digital 65-nm Tsetlin Machine Image Classification Accelerator with 8.6 nJ per MNIST Frame at 60.3k Frames per Second. CoRR abs/2501.19347 (2025) - [i26]Shengyu Duan, Rishad A. Shafik, Alex Yakovlev:
ETHEREAL: Energy-efficient and High-throughput Inference using Compressed Tsetlin Machine. CoRR abs/2502.05640 (2025) - [i25]Tousif Rahman, Gang Mao, Bob Pattison, Sidharth Maheshwari, Marcos L. L. Sartori, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev:
Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs. CoRR abs/2502.07823 (2025) - [i24]Gang Mao, Tousif Rahman, Sidharth Maheshwari, Bob Pattison, Zhuang Shao, Rishad A. Shafik, Alex Yakovlev:
Dynamic Tsetlin Machine Accelerators for On-Chip Training at the Edge using FPGAs. CoRR abs/2504.19797 (2025) - [i23]Shengyu Duan, Marcos L. L. Sartori, Rishad A. Shafik, Alex Yakovlev, Emre Ozer:
Efficient FPGA Implementation of Time-Domain Popcount for Low-Complexity Machine Learning. CoRR abs/2505.02181 (2025) - [i22]Ahmed K. Kadhim, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo:
Omni TM-AE: A Scalable and Interpretable Embedding Model Using the Full Tsetlin Machine State Space. CoRR abs/2505.16386 (2025) - [i21]Runar Helin, Ole-Christoffer Granmo, Mayur Kishor Shende, Lei Jiao, Vladimir I. Zadorozhny, Kunal Ganesh Dumbre, Rishad A. Shafik, Alex Yakovlev:
Uncertainty Quantification in the Tsetlin Machine. CoRR abs/2507.04175 (2025) - [i20]Mayur Kishor Shende, Ole-Christoffer Granmo, Runar Helin, Vladimir I. Zadorozhny, Rishad A. Shafik:
A Methodology for Transparent Logic-Based Classification Using a Multi-Task Convolutional Tsetlin Machine. CoRR abs/2510.01906 (2025) - [i19]Yushu Qin, Marcos L. L. Sartori, Shengyu Duan, Emre Ozer, Rishad A. Shafik, Alex Yakovlev:
A Tsetlin Machine Image Classification Accelerator on a Flexible Substrate. CoRR abs/2510.15519 (2025) - [i18]Yefan Zeng, Shengyu Duan, Rishad A. Shafik, Alex Yakovlev:
Fast and Compact Tsetlin Machine Inference on CPUs Using Instruction-Level Optimization. CoRR abs/2510.15653 (2025) - [i17]Tian Lan, Rishad A. Shafik, Alex Yakovlev:
Event-Driven Digital-Time-Domain Inference Architectures for Tsetlin Machines. CoRR abs/2511.09527 (2025) - 2024
- [i16]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) - [i15]Ahmed K. Kadhim, Ole-Christoffer Granmo, Lei Jiao, Rishad A. Shafik:
Exploring State Space and Reasoning by Elimination in Tsetlin Machines. CoRR abs/2407.09162 (2024) - [i14]Omar Ghazal, Tian Lan, Shalman Ojukwu, Komal Krishnamurthy, Alex Yakovlev, Rishad A. Shafik:
In-Memory Learning Automata Architecture using Y-Flash Cell. CoRR abs/2408.09456 (2024) - [i13]Omar Ghazal, Wei Wang, Shahar Kvatinsky, Farhad Merchant, Alex Yakovlev, Rishad A. Shafik:
IMPACT:InMemory ComPuting Architecture Based on Y-FlAsh Technology for Coalesced Tsetlin Machine Inference. CoRR abs/2412.05327 (2024) - 2023
- [i12]Simranjeet Singh, Omar Ghazal, Chandan Kumar Jha, Vikas Rana, Rolf Drechsler, Rishad A. Shafik, Alex Yakovlev, Sachin B. Patkar, Farhad Merchant:
Finite State Automata Design using 1T1R ReRAM Crossbar. CoRR abs/2304.13552 (2023) - [i11]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) - [i10]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) - [i9]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) - [i8]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen, Svein Anders Tunheim, Rishad A. Shafik, Alex Yakovlev:
Contracting Tsetlin Machine with Absorbing Automata. CoRR abs/2310.11481 (2023) - 2021
- [i7]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) - [i6]Dainius Jenkus, Fei Xia, Rishad A. Shafik, Alex Yakovlev:
QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning. CoRR abs/2102.01348 (2021) - [i5]Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik:
Self-timed Reinforcement Learning using Tsetlin Machine. CoRR abs/2109.00846 (2021) - 2020
- [i4]Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin:
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. CoRR abs/2007.02114 (2020) - [i3]Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik, Jordan Morris:
Low-Latency Asynchronous Logic Design for Inference at the Edge. CoRR abs/2012.03402 (2020) - 2019
- [i2]Sergey Mileiko, Thanasin Bunnam, Fei Xia, Rishad A. Shafik, Alex Yakovlev, Shidhartha Das:
Neural Network Design for Energy-Autonomous AI Applications using Temporal Encoding. CoRR abs/1910.07492 (2019) - [i1]Sergey Mileiko, Rishad A. Shafik, Alex Yakovlev, Jonathan Edwards:
A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design. CoRR abs/1910.08426 (2019)
Coauthor Index
Alexandre Yakovlev
aka: Alex Yakovlev
aka: Alex Yakovlev
[j26] [j25] [j23] [j22] [j21] [j20] [j19] [j18] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [c78] [c77] [c76] [c75] [c73] [c72] [c71] [c69] [c68] [c66] [c65] [c64] [c62] [c61] [c60] [c57] [c55] [c54] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c42] [c41] [c39] [c38] [c37] [c35] [c34] [c33] [c32] [c30] [c28] [c27] [c24] [c21] [i32] [i31] [i27] [i26] [i25] [i24] [i23] [i21] [i19] [i18] [i17] [i16] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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