Alex Yakovlev

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 126

Top Venues

Publications

Jordan Morris, Ashur Rafiev, Graeme M. Bragg, Mark L. Vousden, David B. Thomas, Alex Yakovlev, Andrew D. Brown
An Event-Driven Approach to Genotype Imputation on a Custom RISC-V Cluster. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (1) (2024)
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)
Jonathan Edwards, Alex Yakovlev, Simon O'Keefe
Computing with Clocks. CoRR (2024)
Alex Chan, Danil Sokolov, Victor Khomenko, Alex Yakovlev
Bridging the Design Methodologies of Burst-Mode Specifications and Signal Transition Graphs. ASPDAC (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)
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)
Samuel Prescott, Adrian Wheeldon, Rishad Shafik, Tousif Rahman, Alex Yakovlev, Ole-Christoffer Granmo
An FPGA Architecture for Online Learning using the Tsetlin Machine. CoRR (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)
Yujin Zheng, Alex Bystrov, Alex Yakovlev
A Rapid Reset 8-Transistor Physically Unclonable Function Utilising Power Gating. DATE (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)
Emad A. Abdo, Peimin Yuan, Yujin Zheng, Alex Yakovlev, Patrick Degenaar
A Multi-Modal Stimulator System for Visual Prosthesis. NEWCAS (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)
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)
Sergey Mileiko, Oktay Cetinkaya, Darren Mackie, Alex Yakovlev, Domenico Balsamo
A Non-volatile State Retention Unit for Multi-storage Energy Management in Transient Systems. IWASI (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)
Alex Chan, Danil Sokolov, Victor Khomenko, David Lloyd, Alex Yakovlev
Burst Automaton: Framework for Speed-Independent Synthesis Using Burst-Mode Specifications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (5) (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)
Jordan Morris, Ashur Rafiev, Graeme M. Bragg, Mark Vousden, David B. Thomas, Alex Yakovlev, Andrew Brown
An Event-Driven Approach To Genotype Imputation On A Custom RISC-V FPGA Cluster. CoRR (2023)
Victor Khomenko, Maciej Koutny, Alex Yakovlev
Slimming down Petri Boxes: Compact Petri Net Models of Control Flows. CONCUR (2022)
Alex Chan, Danil Sokolov, Victor Khomenko, Alex Yakovlev
Formal Modelling of Burst-Mode Specifications in a Distributed Environment. FDL (2022)
Tian Lan, Fei Xia, Gang Mao, Shengqi Yu, Rishad A. Shafik, Alex Yakovlev
Editable asynchronous control logic for SAR ADCs. ISCAS (2022)
Ross Glyn MacDonald, Alex Yakovlev, Victor Pacheco-Peña
Amplitude-Controlled Electromagnetic Pulse Switching Using Waveguide Junctions for High-Speed Computing Processes. Adv. Intell. Syst. 4 (12) (2022)
Dainius Jenkus, Fei Xia, Rishad A. Shafik, Alex Yakovlev
Runtime Energy Minimization of Distributed Many-Core Systems using Transfer Learning. DATE (2022)
Ashur Rafiev, Jordan Morris, Fei Xia, Alex Yakovlev, Matthew Naylor, Simon W. Moore, David Thomas, Graeme M. Bragg, Mark Vousden, Andrew Brown
Practical Distributed Implementation of Very Large Scale Petri Net Simulations. Trans. Petri Nets Other Model. Concurr. 16 (2022)
Ashur Rafiev, Alex Yakovlev, Ghaith Tarawneh, Matthew Naylor, Simon W. Moore, David B. Thomas, Graeme M. Bragg, Mark Vousden, Andrew D. Brown
Synchronization in graph analysis algorithms on the Partially Ordered Event-Triggered Systems many-core architecture. IET Comput. Digit. Tech. 16 (2-3) (2022)
Andrew Brown, Tim Todman, Wayne Luk, David B. Thomas, Mark Vousden, Graeme M. Bragg, Jonny Beaumont, Simon W. Moore, Alex Yakovlev, Ashur Rafiev
Non-deterministic event brokered computing. HEART (2022)
Gang Mao, Alex Yakovlev, Fei Xia, Shengqi Yu, Rishad A. Shafik
Automated Mapping of Asynchronous Circuits on FPGA under Timing Constraints. ISVLSI (2022)
Victor Khomenko, Maciej Koutny, Alex Yakovlev
Avoiding Exponential Explosion in Petri Net Models of Control Flows. Petri Nets (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)
Maciej Koutny, Marta Pietkiewicz-Koutny, Alex Yakovlev
Asynchrony and persistence in reaction systems. Theor. Comput. Sci. 881 (2021)
Alex Chan, Danil Sokolov, Victor Khomenko, David Lloyd, Alex Yakovlev
Synthesis of SI Circuits from Burst-Mode Specifications. DATE (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)
Nizar Dahir, Ammar Karkar, Maurizio Palesi, Terrence S. T. Mak, Alex Yakovlev
Power density aware application mapping in mesh-based network-on-chip architecture: An evolutionary multi-objective approach. Integr. 81 (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)
Thanasin Bunnam, Ahmed Soltan, Danil Sokolov, Alex Yakovlev, Oleg V. Maevsky
Toward Designing Thermally-Aware Memristance Decoder. ISCAS (2020)
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)
Thanasin Bunnam, Ahmed Soltan, Danil Sokolov, Oleg V. Maevsky, Patrick Degenaar, Alex Yakovlev
Empirical Temperature Model of Self-Directed Channel Memristor. IEEE SENSORS (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)
Mohammed Al-daloo, Ahmed Soltan, Alex Yakovlev
Advance Interconnect Circuit Modeling Design Using Fractional-Order Elements. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Victor Khomenko, Danil Sokolov, Alex Yakovlev, David Lloyd
Handshake Verification in WORKCRAFT. ASYNC (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)
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)
Mohammed Al-daloo, Mohamed A. Abufalgha, Alex Yakovlev, Basel Halak
Bootstrapped Driver and the Single-Event-Upset Effect. IEEE Trans. Circuits Syst. (10) (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)
Danil Sokolov, Victor Khomenko, Andrey Mokhov, Vladimir Dubikhin, David Lloyd, Alex Yakovlev
Automating the Design of Asynchronous Logic Control for AMS Electronics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (5) (2020)
Danhui Li, Fei Xia, Junwen Luo, Alex Yakovlev
Modelling Reversion Loss and Shoot-through Current in Switched-Capacitor DC-DC Converters with Petri Nets. PATMOS (2019)
Thanasin Bunnam, Ahmed Soltan, Danil Sokolov, Oleg V. Maevsky, Alex Yakovlev
Toward Designing Thermally-Aware Memristance Decoder. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2019)
Ahmad N. Abdulfattah, Charalampos C. Tsimenidis, Bessam Z. Al-Jewad, Alex Yakovlev
Performance Analysis of MICS-Based RF Wireless Power Transfer System for Implantable Medical Devices. IEEE Access 7 (2019)
Adrian Wheeldon, Jordan Morris, Danil Sokolov, Alex Yakovlev
Self-timed, minimum latency circuits for the internet of things. Integr. 69 (2019)
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)
Tomohiro Yoneda, Peter A. Beerel, Alex Yakovlev, Masashi Imai
Asynchronous Circuit Design and its Applications: Past, Present and Future (NII Shonan Meeting 133). NII Shonan Meet. Rep. 2019 (2019)
Ahmad N. Abdulfattah, Charalampos C. Tsimenidis, Alex Yakovlev
-sequence code generator for body sensor node applications. Integr. 65 (2019)
Stanislavs Golubcovs, Andrey Mokhov, Alex Bystrov, Danil Sokolov, Alex Yakovlev
Generalised Asynchronous Arbiter. ACSD (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)
Mohammed Al-daloo, Ahmed Soltan, Alex Yakovlev
Overview study of on-chip interconnect modelling approaches and its trend. MOCAST (2018)
Oyinkuro Benafa, Danil Sokolov, Alex Yakovlev
Loadable Kessels Counter. ASYNC (2018)
Danhui Li, Delong Shang, Fei Xia, Alex Yakovlev
Modelling Switched-Capacitor DC-DC Converters with Signal Transition Graphs. SMACD (2018)
Jonathan Beaumont, Andrey Mokhov, Danil Sokolov, Alex Yakovlev
High-Level Asynchronous Concepts at the Interface Between Analog and Digital Worlds. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (1) (2018)
Danil Sokolov, Victor Khomenko, Alex Yakovlev, David Lloyd
Design and Verification of Speed-Independent Circuits with Arbitration in Workcraft. ASYNC (2018)
Rishad A. Shafik, Alex Yakovlev, Shidhartha Das
Real-Power Computing. IEEE Trans. Computers 67 (10) (2018)
Thanasin Bunnam, Ahmed Soltan, Danil Sokolov, Alex Yakovlev
An Excitation Time Model for General-purpose Memristance Tuning Circuit. ISCAS (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)
Ammar Karkar, Terrence S. T. Mak, Nizar Dahir, Ra'ed Al-Dujaily, Kin-Fai Tong, Alex Yakovlev
Network-on-Chip Multicast Architectures Using Hybrid Wire and Surface-Wave Interconnects. IEEE Trans. Emerg. Top. Comput. 6 (3) (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)
Johnson Fernandes, Danil Sokolov, Alex Yakovlev
Elastic Bundles: Modelling and Synthesis of Asynchronous Circuits with Granular Rigidity. ASYNC (2017)
Andrey Mokhov, Danil Sokolov, Victor Khomenko, Alex Yakovlev
Asynchronous Arbitration Primitives for New Generation of Circuits and Systems. NGCAS (2017)
Rem Gensh, Ashur Rafiev, Alexander B. Romanovsky, Alessandro F. Garcia, Fei Xia, Alex Yakovlev
Architecting Holistic Fault Tolerance. HASE (2017)
Victor Khomenko, Danil Sokolov, Andrey Mokhov, Alex Yakovlev
WAITX: An Arbiter for Non-persistent Signals. ASYNC (2017)
Khaled Al-Maaitah, Ghaith Tarawneh, Ahmed Soltan, Issa Qiqieh, Alex Yakovlev
Approximate adder segmentation technique and significance-driven error correction. PATMOS (2017)
Junwen Luo, Konstantin Nikolic, Benjamin D. Evans, Na Dong, Xiaohan Sun, Peter Andras, Alex Yakovlev, Patrick Degenaar
Optogenetics in Silicon: A Neural Processor for Predicting Optically Active Neural Networks. IEEE Trans. Biomed. Circuits Syst. 11 (1) (2017)
Andrey Mokhov, Alessandro de Gennaro, Ghaith Tarawneh, Jonny Wray, Georgy Lukyanov, Sergey Mileiko, Joe Scott, Alex Yakovlev, Andrew Brown
Language and hardware acceleration backend for graph processing. FDL (2017)
Danil Sokolov, Vladimir Dubikhin, Victor Khomenko, David Lloyd, Andrey Mokhov, Alex Yakovlev
Benefits of asynchronous control for analog electronics: Multiphase buck case study. DATE (2017)
Victor Khomenko, Andrey Mokhov, Danil Sokolov, Alex Yakovlev
Formal Design and Verification of an Asynchronous SRAM Controller. ACSD (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)
Sergey Mileiko, Alexander Kushnerov, Danil Sokolov, Alex Yakovlev
Self-timed control of multiphase switched capacitor converters. ECCTD (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)
Thanasin Bunnam, Ahmed Soltan, Danil Sokolov, Alex Yakovlev
Pulse controlled memristor-based delay element. PATMOS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alex Yakovlev