Rishad A. Shafik

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 76

Top Topics

Heterogeneous Systems

Energy Minimization

Timing Constraints

Top Venues

Publications

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)
Alex Chan, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev
Design of Event-Driven Tsetlin Machines Using Safe Petri Nets. Petri Nets (2024)
Tousif Rahman, Gang Mao, Sidharth Maheshwari, Rishad A. Shafik, Alex Yakovlev
MATADOR: Automated System-on-Chip Tsetlin Machine Design Generation for Edge Applications. CoRR (2024)
Ahmed K. Kadhim, Ole-Christoffer Granmo, Lei Jiao, Rishad A. Shafik
Exploring State Space and Reasoning by Elimination in Tsetlin Machines. CoRR (2024)
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)
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)
Rishad A. Shafik, Tousif Rahman, Adrian Wheeldon, Ole-Christoffer Granmo, Alex Yakovlev
Energy-frugal and Interpretable AI Hardware Design using Learning Automata. CoRR (2023)
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)
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 (2023)
Simranjeet Singh, Omar Ghazal, Chandan Kumar Jha, Vikas Rana, Rolf Drechsler, Rishad A. Shafik, Alex Yakovlev, Sachin Patkar, Farhad Merchant
Finite State Automata Design using 1T1R ReRAM Crossbar. CoRR (2023)
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)
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)
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) (2023)
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)
Sergey Mileiko, Oktay Cetinkaya, Rishad A. Shafik, Domenico Balsamo
Stateful Energy Management for Multi-Source Energy Harvesting Transient Computing Systems. DATE (2023)
C. Kishore, Santhosh Sivasubramani, Rishad A. Shafik, Amit Acharyya
Nano-Magnetic Logic based Architecture for Edge Inference using Tsetlin Machine. NEWCAS (2023)
Omar Ghazal, Simranjeet Singh, Tousif Rahman, Shengqi Yu, Yujin Zheng, Domenico Balsamo, Sachin Patkar, Farhad Merchant, Fei Xia, Alex Yakovlev, Rishad A. Shafik
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines. CoRR (2023)
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 (2023)
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) (2023)
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 (2023)
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)
Tian Lan, Fei Xia, Gang Mao, Shengqi Yu, Rishad A. Shafik, Alex Yakovlev
Editable asynchronous control logic for SAR ADCs. ISCAS (2022)
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)
Dévanté Gray, Maryam Mehrnezhad, Rishad A. Shafik
SenSig: Practical IoT Sensor Fingerprinting Using Calibration Data. EuroS&P Workshops (2022)
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) (2022)
Dainius Jenkus, Fei Xia, Rishad A. Shafik, Alex Yakovlev
Runtime Energy Minimization of Distributed Many-Core Systems using Transfer Learning. DATE (2022)
Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar
Logic-based intelligence for batteryless sensors. HotMobile (2022)
Abu Bakar, Tousif Rahman, Rishad A. Shafik, Fahim Kawsar, Alessandro Montanari
Adaptive Intelligence for Batteryless Sensors Using Software-Accelerated Tsetlin Machines. SenSys (2022)
Gang Mao, Alex Yakovlev, Fei Xia, Shengqi Yu, Rishad A. Shafik
Automated Mapping of Asynchronous Circuits on FPGA under Timing Constraints. ISVLSI (2022)
Gang Mao, Alex Yakovlev, Fei Xia, Tian Lan, Shengqi Yu, Rishad A. Shafik
Automated Synthesis of Asynchronous Tsetlin Machines on FPGA. ICECS 2022 (2022)
Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik, Jordan Morris
Low-Latency Asynchronous Logic Design for Inference at the Edge. DATE (2021)
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)
Dainius Jenkus, Fei Xia, Rishad A. Shafik, Alex Yakovlev
QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning. CoRR (2021)
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)
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 (2021)
Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik
Self-timed Reinforcement Learning using Tsetlin Machine. CoRR (2021)
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) (2021)
Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik
Self-timed Reinforcement Learning using Tsetlin Machine. ASYNC (2021)
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)
Adrian Wheeldon, Alex Yakovlev, Rishad A. Shafik, Jordan Morris
Low-Latency Asynchronous Logic Design for Inference at the Edge. CoRR (2020)
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) (2020)
Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev
Explainability and Dependability Analysis of Learning Automata based AI Hardware. IOLTS (2020)
Venkateshwarlu Y. Gudur, Sidharth Maheshwari, Rishad A. Shafik, Amit Acharyya
Accelerated Filtering and in situ Verification for Energy-Optimized Genome Read Mapping. ISCAS (2020)
Sergey Mileiko, Thanasin Bunnam, Fei Xia, Rishad A. Shafik, Alex Yakovlev
Dynamics of Time-Domain Power-Elastic Circuits for Pervasive Machine Learning. ISCAS (2020)
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)
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)
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) (2020)
Ivan Shmarov, Pablo Docampo, Thomas Billam, Rishad A. Shafik
SPICE Modeling and Characterization of Filament Formation Perovskite Memristors. ICECS (2020)
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)
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 (2020)
Sidharth Maheshwari, Rishad A. Shafik, Ian Wilson, Alex Yakovlev, Amit Acharyya
REPUTE: An OpenCL based Read Mapping Tool for Embedded Genomics. DATE (2020)
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)
Sergey Mileiko, Rishad A. Shafik, Alex Yakovlev, Jonathan Edwards
A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design. DATE (2019)
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 (2019)
Sergey Mileiko, Rishad A. Shafik, Alex Yakovlev, Jonathan Edwards
A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design. CoRR (2019)
Madhuri Panwar, Amit Acharyya, Rishad A. Shafik
Non-invasive Blood Glucose Estimation Methodology Using Predictive Glucose Homeostasis Models. ISED (2018)
Rishad A. Shafik, Alex Yakovlev, Shidhartha Das
Real-Power Computing. IEEE Trans. Computers 67 (10) (2018)
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) (2018)
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)
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)
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) (2018)
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)
Rishad A. Shafik, Qiaoyan Yu, S. Saqib Khursheed, Antonio Miele
Welcome Message. DFT (2017)
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)
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)
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) (2017)
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)
Issa Qiqieh, Rishad A. Shafik, Ghaith Tarawneh, Danil Sokolov, Alex Yakovlev
Energy-efficient approximate multiplier design using bit significance-driven logic compression. DATE (2017)
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)
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)
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)
Matthew Travers, Rishad A. Shafik, Fei Xia
Power-Normalized Performance Optimization of Concurrent Many-Core Applications. ACSD (2016)
Madhuri Panwar, Amit Acharyya, Rishad A. Shafik, Dwaipayan Biswas
K-nearest neighbor based methodology for accurate diagnosis of diabetes mellitus. ISED (2016)
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) (2016)
Dave Burke, Rishad A. Shafik, Alex Yakovlev
Challenges and opportunities in research and education of heterogeneous many-core applications. EWME (2016)
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)
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)
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)
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) (2015)
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)
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) (2014)
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) (2014)
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)
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)
Mohamad Imran Bin Bandan, Subhasis Bhattacharjee, Rishad A. Shafik, Dhiraj K. Pradhan, Jimson Mathew
Lifetime Reliability-Aware Checkpointing Mechanism: Modelling and Analysis. ISED (2013)
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)
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)
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)
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) (2013)
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)
Luo Sun, Jimson Mathew, Rishad A. Shafik, Dhiraj K. Pradhan
Low Power and Robust Binary Tree SRAM Design for Embedded Systems. ISED (2013)
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)
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)
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) (2012)
J. Galadanci, Rishad A. Shafik, J. Mathew, Amit Acharyya, D. K. Pradhan
A Closed-Loop Control Strategy for Glucose Control in Artificial Pancreas Systems. ISED (2012)
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) (2011)
Rishad A. Shafik, Bashir M. Al-Hashimi, Krishnendu Chakrabarty
Soft error-aware design optimization of low power and time-constrained embedded systems. DATE (2010)
Rishad A. Shafik, Paul M. Rosinger, Bashir M. Al-Hashimi
MPEG-based Performance Comparison between Network-on-Chip and AMBA MPSoC. DDECS (2008)
Rishad A. Shafik, Paul M. Rosinger, Bashir M. Al-Hashimi
SystemC-Based Minimum Intrusive Fault Injection Technique with Improved Fault Representation. IOLTS (2008)