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Rishad A. Shafik
Rishad Ahmed Shafik
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- affiliation: Newcastle University, School of Electrical and Electronic Engineering
- affiliation: University of Southampton, School of Electronics and Computer Science
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2020 – today
- 2024
- [c70]Alex Chan
, Adrian Wheeldon
Design of Event-Driven Tsetlin Machines Using Safe Petri Nets. Petri Nets 2024: 357-378 - [c69]Amit Singh, Payam 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 - [c68]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 - [i14]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) - [i13]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) - 2023
- [j21]Kuruge Darshana Abeyrathna
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j20]Shengqi Yu
Approximate digital-in analog-out multiplier with asymmetric nonvolatility and low energy consumption. Integr. 93: 102045 (2023) - [j19]Svein Anders Tunheim
Convolutional Tsetlin Machine-based Training and Inference Accelerator for 2-D Pattern Classification. Microprocess. Microsystems 103: 104949 (2023) - [j18]Sidharth Maheshwari
REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11152-11168 (2023) - [j17]Sergey Mileiko
A TEG-Based Non-Intrusive Ultrasonic System for Autonomous Water Flow Rate Measurement. IEEE Trans. Sustain. Comput. 8(3): 363-374 (2023) - [c67]Sergey Mileiko, Oktay Cetinkaya
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
Asynchronous Control for Tsetlin Machine with Binary Memristor-Transistor Array. ISCAS 2023: 1-5 - [c64]Omar Ghazal, Simranjeet Singh
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
Variable Duty Cycle Pulse Generation for Low Complexity Randomization in Machine Learning. NEWCAS 2023: 1-5 - [c61]Simranjeet Singh
Finite State Automata Design using 1T1R ReRAM Crossbar. NEWCAS 2023: 1-5 - [i12]Simranjeet Singh
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
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) - 2022
- [j16]Venkateshwarlu Yellaswamy Gudur
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) - [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
Automated Synthesis of Asynchronous Tsetlin Machines on FPGA. ICECS 2022 2022: 1-4 - [c56]Svein Anders Tunheim
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
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
Logic-based intelligence for batteryless sensors. HotMobile 2022: 22-28 - 2021
- [j15]Sidharth Maheshwari
CORAL: Verification-Aware OpenCL Based Read Mapper for Heterogeneous Systems. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1426-1438 (2021) - [c51]Adrian Wheeldon
Self-timed Reinforcement Learning using Tsetlin Machine. ASYNC 2021: 40-47 - [c50]Adrian Wheeldon
Low-Latency Asynchronous Logic Design for Inference at the Edge. DATE 2021: 370-373 - [c49]Shengqi Yu
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
Run-time Configurable Approximate Multiplier using Significance-Driven Logic Compression. ICCD 2021: 117-124 - [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
- [j14]Mohammed A. Noaman Al-Hayanni
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
PARMA: Parallelization-Aware Run-Time Management for Energy-Efficient Many-Core Systems. IEEE Trans. Computers 69(10): 1507-1518 (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
From Arithmetic to Logic based AI: A Comparative Analysis of Neural Networks and Tsetlin Machine. ICECS 2020: 1-4 - [c43]Ivan Shmarov
SPICE Modeling and Characterization of Filament Formation Perovskite Memristors. ICECS 2020: 1-4 - [c42]Shengqi Yu
Self-Amplifying Current-Mode Multiplier Design using a Multi-Memristor Crossbar Cell Structure. ICECS 2020: 1-4 - [c41]Rishad A. Shafik, Adrian Wheeldon
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
A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. SGAI Conf. 2020: 108-122 - [i4]Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei
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)
2010 – 2019
- 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 - [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) - 2018
- [j12]Issa Qiqieh
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
Real-Power Computing. IEEE Trans. Computers 67(10): 1445-1461 (2018) - [j10]Ashur Rafiev
Speedup and Power Scaling Models for Heterogeneous Many-Core Systems. IEEE Trans. Multi Scale Comput. Syst. 4(3): 436-449 (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
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
- [j9]Fei Xia, Ashur Rafiev, Ali Aalsaud, Mohammed A. Noaman Al-Hayanni
Voltage, Throughput, Power, Reliability, and Multicore Scaling. Computer 50(8): 34-45 (2017) - [c33]Dave Burke, Dainius Jenkus, Issa Qiqieh
Significance-driven adaptive approximate computing for energy-efficient image processing applications: special session paper. CODES+ISSS 2017: 28:1-28:2 - [c32]Issa Qiqieh
Energy-efficient approximate multiplier design using bit significance-driven logic compression. DATE 2017: 7-12 - [c31]Dwaipayan Biswas
Machine learning for run-time energy optimisation in many-core systems. DATE 2017: 1588-1592 - [c30]Haider Alrudainy
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
Speedup and Parallelization Models for Energy-Efficient Many-Core Systems Using Performance Counters. HPCS 2017: 410-417 - [c27]Issa Qiqieh
Energy-efficient approximate wallace-tree multiplier using significance-driven logic compression. SiPS 2017: 1-6 - 2016
- [j8]Rishad A. Shafik, Sheng Yang, Anup Das
Learning Transfer-Based Adaptive Energy Minimization in Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(6): 877-890 (2016) - [c26]Mohammed A. Noaman Al-Hayanni
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
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
- [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) - [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
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
- [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
Energy-Efficient and High-Speed Robust System Design for Remote Cardiac Health Monitoring. J. Low Power Electron. 10(3): 519-530 (2014) - [c16]Ioannis Sourdis, Christos Strydis
DeSyRe: On-Demand Adaptive and Reconfigurable Fault-Tolerant SoCs. ARC 2014: 312-317 - [c15]Anup Das
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
- [j4]Ioannis Sourdis, Christos Strydis
DeSyRe: On-demand system reliability. Microprocess. Microsystems 37(8-C): 981-1001 (2013) - [c13]Xiaoyu Huang, Jimson Mathew, Rishad A. Shafik, Subhasis Bhattacharjee
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
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
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
A Novel Physical Synthesis Methodology in the VLSI Design Automation by Introducing Dynamic Library Concept. ISED 2013: 103-107 - [c7]Mohamad Imran Bin Bandan
Lifetime Reliability-Aware Checkpointing Mechanism: Modelling and Analysis. ISED 2013: 128-132 - 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) - [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
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 - 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) - 2010
- [b1]Rishad Ahmed Shafik:
Investigation into low power and reliable system-on-chip design. University of Southampton, UK, 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
2000 – 2009
- 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) - 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
Coauthor Index
Alexandre Yakovlev
aka: Alex Yakovlev
aka: Alex Yakovlev
[c70] [c68] [i14] [j21] [j20] [j19] [j18] [c66] [c65] [c64] [c62] [c61] [i12] [i11] [i10] [i9] [i8] [c60] [c57] [c55] [c54] [j15] [c51] [c50] [c49] [c48] [c47] [i7] [i6] [i5] [j14] [j13] [c46] [c45] [c44] [c42] [c41] [c39] [c38] [i4] [i3] [c37] [i2] [i1] [j12] [j11] [j10] [c35] [c34] [j9] [c33] [c32] [c30] [c28] [c27] [c24] [c21]
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