Publications and Presentations
I have published more than 100 research articles in top-tier ACM/IEEE journals/conferences, including a few best paper nominations. Some of these publications have been featured in premier science/engineering research magazines, such as Nature Communications and Nature Physics. Prototypes from my team's research activities are available here: https://github.com/nclaes/. A chip gallery will be added soon.
[B1] Mathew, Jimson, Shafik, Rishad A. and Pradhan, Dhiraj K. (eds.) (2014) Energy-Efficient Fault-Tolerant Systems, New York, US, Springer, 330pp.
Rishad Shafik, Adrian Wheeldon, Jie Lei, Ole-Christoffer Granmo andAlex Yakovlev, Energy-frugal and Explainable AI Hardware Design using Learning Automata, IEEE Computational Intelligence Magazine, (in review), 2020.
Adrian Wheeldon, Rishad Shafik, Tousif Rahman, Jie Lei, Alex Yakovlev and Ole-Christoffer Granmo, Learning Automata based Energy-efficient AI Hardware Design for IoT Applications, Royal Society Philosophical Transactions A., (in review), 2020.
Mohammed A. Noaman Al-hayanni, Fei Xia, Ashur Rafiev, Alexander Romanovsky, Rishad Shafik and Alex Yakovlev, Amdahl’s Law in the Context of Heterogeneous Many-core Systems – A Survey, IET Computers and Digital Techniques (CDT), (in press), 2020.
Mohammed A. Noaman Al-hayanni, Ashur Rafiev, Fei Xia, Rishad Shafik, Alexander Romanovsky and Alex Yakovlev, PARMA: Parallelization-Aware Run-time Management for Energy-Efficient Many-Core Systems, IEEE Trans. on Computers, (in press), 2020.
Maheshwari, S., Shafik, R., Acharyya, A., Wilson, I. and Yakovlev, A., CORAL: Verification-aware OpenCL based Read Mapper for Heterogeneous Systems. IEEE Trans on Comp. Biol. & Bioinformatics, to appear, 2019. [arxiv]
Rishad Shafik, Adrian Wheeldon and Alex Yakovlev, Explainability and Dependability Analysis of Learning Automata based AI Hardware,
IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS), (in press), 2020.
Sergey Mileiko, Thanasin Bunnam, Fei Xia, Rishad Shafik and Alex Yakovlev, Dynamics of Time-domain Power-elastic Circuits for Pervasive Machine Learning, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.
Adrian Wheeldon, Rishad Shafik, Alex Yakovlev, Jonathan Edwards, Ibrahim Haddadi and Ole-Christoffer Granmo, Tsetlin Machine: A New Paradigm for Pervasive AI, SCONA Workshop at Design, Automation and Test in Europe, DATE, 2020.
Venkateshwarlu Y. Gudur, Sidharth Maheshwari, Rishad Shafik and Amit Acharyya, Accelerated Filtering and in situ Verification for Energy-Optimized Genome Read Mapping, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.
Maheshwari, S., Shafik,S., Yakovlev, A., Wilson, I. and Acharyya, A. REPUTE: An OpenCL based Read Mapping Tool for Embedded Genomics, Design, Automation and Test in Europe (DATE), (accepted), 2020.
Mileiko, S., Shafik, R., Yakovlev, A. and Edwards, J. A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design. Intl. Conference on Design, Automation and Test in Europe (DATE’19), to appear, 2019.
Copyright 2015 - RA Shafik