Journal Articles

Rangsikunpum, A, Amiri, S, Ost, L (2025) Ultra-Lightweight and Highly Efficient Pruned Binarised Neural Networks for Intrusion Detection in In-Vehicle Networks, Electronics, 14(9), pp.1710-1710, DOI: 10.3390/electronics14091710.

Liu, Q and Amiri, S (2025) Optimised Extension of an Ultra-Low-Power RISC-V Processor to Support Lightweight Neural Network Models, Chips, 4(2), pp.13-13, DOI: 10.3390/chips4020013.

Rangsikunpum, A, Amiri, S, Ost, L (2024) A reconfigurable coarse‐to‐fine approach for the execution of CNN inference models in low‐power edge devices, IET Computers & Digital Techniques, 2024(1), 6214436, ISSN: 1751-8601. DOI: 10.1049/cdt2/6214436.

Rangsikunpum, A, Amiri, S, Ost, L (2024) BIDS: An efficient intrusion detection system for in-vehicle networks using a two-stage binarised neural network on low-cost FPGA, Journal of Systems Architecture, 156, 103285, ISSN: 1383-7621. DOI: 10.1016/j.sysarc.2024.103285.

Nunez-Yanez, J, Amiri, S, Hosseinabady, M, Rodríguez, A, Asenjo, R, Navarro, A, Suarez, D, Gran, R (2019) Simultaneous multiprocessing in a software-defined heterogeneous FPGA, The Journal of Supercomputing, 75(8), pp.4078-4095, ISSN: 0920-8542. DOI: 10.1007/s11227-018-2367-9.

Siddiqui, F, Amiri, S, Minhas, UI, Deng, T, Woods, R, Rafferty, K, Crookes, D (2019) FPGA-Based Processor Acceleration for Image Processing Applications, Journal of Imaging, 5(1), pp.16-16, DOI: 10.3390/jimaging5010016.

Amiri, M, Siddiqui, FM, Kelly, C, Woods, R, Rafferty, K, Bardak, B (2017) FPGA-Based Soft-Core Processors for Image Processing Applications, Journal of Signal Processing Systems, 87(1), pp.139-156, ISSN: 1939-8018. DOI: 10.1007/s11265-016-1185-7.

Amiri, M, Přenosil, V, Cvachovec, F, Matěj, Z, Mravec, F (2015) Quick algorithms for real-time discrimination of neutrons and gamma rays, Journal of Radioanalytical and Nuclear Chemistry, 303(1), pp.583-599, ISSN: 0236-5731. DOI: 10.1007/s10967-014-3406-5.

Matej, Z, Amiri, M, Cvachovec, F, Prenosil, V, Mravec, F, Kopecky, Z (2014) Digital two-parametric processing of the output data from radiation detectors, Progress in Nuclear Science and Technology, 4, pp.670-674, ISSN: 2185-4823. DOI: 10.15669/pnst.4.670.

Conferences

Liu, Q, Amiri, S, Ost, L (2025) Low-Cost Intrusion Detection System for CAN Bus Networks Using RISC-V with Binarised Neural Networks. In 2025 IEEE International Conference on Industrial Technology (ICIT), pp.1-6, DOI: 10.1109/icit63637.2025.10965319.

Liu, Q, Amiri, S, Ost, L (2024) Exploring RISC-V Based DNN Accelerators. In 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS), pp.1-6, DOI: 10.1109/coins61597.2024.10622495.

Hanneman, A, Gava, J, Vancin, P, Kaim-Khani, AK, Amiri, S, Garibotti, R, Moraes, F, Calazans, N, Reis, R, Ost, L (2024) Soft Error Assessment of UAV Control Algorithms Running in Resource-Constrained Microprocessors. In 2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp.694-698, DOI: 10.1109/isvlsi61997.2024.00133.

Rangsikunpum, A, Amiri, S, Ost, L (2024) An FPGA-Based Intrusion Detection System Using Binarised Neural Network for CAN Bus Systems. In 2024 IEEE International Conference on Industrial Technology (ICIT), pp.1-6, DOI: 10.1109/icit58233.2024.10540960.

Amiri, S and Singh, S (2021) A Real-Time Collision Detection System for Vehicles. In 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), pp.1-6, DOI: 10.1109/icecet52533.2021.9698622.

Abdi, S, Sharifzadeh, S, Amiri, S (2021) Reliability Model Development for Wind Turbine Drivetrain with Brushless Doubly-Fed Induction Machine as Generator. In 2021 22nd IEEE International Conference on Industrial Technology (ICIT), pp.228-233, DOI: 10.1109/icit46573.2021.9453637.

Amiri, S, Abdi, S, Sharifzadeh, S (2021) Simultaneous Multiprocessing on FPGA-CPU Heterogeneous Chips. In 2021 22nd IEEE International Conference on Industrial Technology (ICIT). DOI: 10.1109/icit46573.2021.9453638.

Sharifzadeh, S, Amiri, S, Abdi, S (2021) A New Method for Semi-Supervised Segmentation of Satellite Images. In 2021 22nd IEEE International Conference on Industrial Technology (ICIT), pp.832-837, DOI: 10.1109/icit46573.2021.9453700.

Abdi, S, Tatlow, M, Abdi, E, McMahon, R, Amiri, S (2020) A New Fault Diagnosis Approach for Brushless Doubly Fed Machines for Wind Turbine Generator Applications. In 2020 International Conference on Electrical Machines (ICEM), pp.1266-1272, DOI: 10.1109/icem49940.2020.9270694.

Amiri, S, Hosseinabady, M, Rodriguez, A, Asenjo, R, Navarro, A, Nunez-Yanez, J (2018) Workload Partitioning Strategy for Improved Parallelism on FPGA-CPU Heterogeneous Chips. In 2018 28th International Conference on Field Programmable Logic and Applications (FPL), pp.376-3764, DOI: 10.1109/fpl.2018.00071.

Amiri, S, Hosseinabady, M, McIntosh-Smith, S, Nunez-Yanez, J (2018) Multi-precision convolutional neural networks on heterogeneous hardware. In 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp.419-424, DOI: 10.23919/date.2018.8342046.

Amiri, M and Prenosil, V (2015) Application of digital signal processing in discrimination of neutrons and gamma rays. In 2015 38th International Conference on Telecommunications and Signal Processing (TSP), pp.1-6, DOI: 10.1109/tsp.2015.7296441.

Amiri, M and Prenosil, V (2015) Significant reliability improvement of NMR systems. In 2015 International Conference on Military Technologies (ICMT), International Conference on Military Technologies (ICMT) 2015, pp.1-4, DOI: 10.1109/miltechs.2015.7153717.

Amiri, M, Prenosil, V, Cvachovec, F (2015) Optimum filter-based discrimination of neutrons and gamma rays. In 2015 4th International Conference on Advancements in Nuclear Instrumentation Measurement Methods and their Applications (ANIMMA), pp.1-7, DOI: 10.1109/animma.2015.7465552.

Amiri, M, Prenosil, V, Cvachovec, F (2015) Neutron/gamma-ray discrimination through measures of fit. In 2015 4th International Conference on Advancements in Nuclear Instrumentation Measurement Methods and their Applications (ANIMMA), pp.1-5, DOI: 10.1109/animma.2015.7465553.

Amiri, M and Prenosil, V (2014) General solutions for MTTF and steady-state availability of NMR systems. In 2014 9th International Symposium on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC), pp.1-4, DOI: 10.1109/recosoc.2014.6861344.

Amiri, M, Cvachovec, F, Matej, Z, Mravec, F, Prenosil, V (2013) Digital data processing of stilbene. In 2013 3rd International Conference on Advancements in Nuclear Instrumentation, Measurement Methods and their Applications (ANIMMA), pp.1-7, DOI: 10.1109/animma.2013.6728010.