Publications by: Mostafa Rahimi Azghadi

Also publishes as (S. Mostafa Rahimi Azghadi, S.M.R. Azghadi, Mostafa Rahimiazghadi, Mostafa Rahimi Rahimiazghadi, Mostafa Rahimi Aghadi, Mostafa Rahimi, M. Rahimi Azghadi)

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Number of items: 64.

Yang, Shuangming, Wang, Jiang, Zhang, Nan, Deng, Bin, Pang, Yanwei, and Rahimi Azghadi, Mostafa (2021) CerebelluMorphic: large-scale neuromorphic model and architecture for supervised motor learning. IEEE Transactions on Neural Networks and Learning Systems. (In Press)

Yang, Shuangming, Wang, Jiang, Deng, Bin, Rahimi Azghadi, Mostafa, and Linares-Barranco, Bernabe (2021) Neuromorphic context-dependent learning framework with fault-tolerant spike routing. IEEE Transactions on Neural Networks and Learning Systems. (In Press)

Saleh, Alzayat, Laradji, Issam H., Lammie, Corey, Vazquez, David, Flavell, Carol Ann, and Rahimi Azghadi, Mostafa (2021) A deep learning localization method for measuring abdominal muscle dimensions in ultrasound images. IEEE Journal of Biomedical and Health Informatics. (In Press)

Mustafa, Akram, and Rahimi Azghadi, Mostafa (2021) Automated machine learning for healthcare and clinical notes analysis. Computers, 10 (2). 24.

Lammie, Corey, Rahimiazghadi, Mostafa, and Ielmini, Daniele (2021) Empirical metal-oxide RRAM device endurance and retention model for deep learning simulations. Semiconductor Science and Technology, 36 (6). 065003.

Jahanbakht, Mohammad, Xiang, Wei, Hanzo, Lajos, and Rahimi Azghadi, Mostafa (2021) Internet of underwater things and big marine data analytics — a comprehensive survey. IEEE Communications Surveys & Tutorials, 23 (2). pp. 904-956.

Lammie, Corey, Eshraghian, Jason K., Lu, Wei D., and Rahimi Azghadi, Mostafa (2021) Memristive stochastic computing for deep learning parameter optimization. IEEE Transactions on Circuits and Systems II: Express Briefs, 68 (5). pp. 1650-1654.

Lammie, Corey, Xiang, Wei, and Rahimi Aghadi, Mostafa (2021) Towards memristive deep learning systems for real-time mobile epileptic seizure prediction. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2021: IEEE International Symposium on Circuits and Systems, 22-28 May 2021, Daegu, Korea.

Eshraghain, Jason K., Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) Biologically plausible contrast detection using a memristor array. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Rahimi Azghadi, Mostafa, Chen, Ying-Chen, Eshraghian, Jason K., Chen, Jia, Lin, Chih-Yang, Amirsoleimani, Amirali, Mehonic, Adnan, Kenyon, Anthony J., Fowler, Burt, Lee, Jack C., and Chang, Yao-Feng (2020) CMOS and memristive hardware for neuromorphic computing. Advanced Intelligent Systems, 2 (5). 1900189.

Rahimi Azghadi, Mostafa, Chen, Ying-Chen, Eshraghian, Jason K., Chen, Jia, Lin, Chih-Yang, Amirsoleimani, Amirali, Mehonic, Adnan, Kenyon, Anthony J., Fowler, Burt, Lee, Jack C., and Chang, Yao-Feng (2020) Complementary metal‐oxide semiconductor and memristive hardware for neuromorphic computing. Advanced Intelligent Systems, 2 (5). 1900189.

Rahimi Azghadi, Mostafa, Lammie, Corey, Eshraghian, Jason K., Payvand, Melika, Donati, Elisa, Linares-Barranco, Bernabe, and Indiveri, Giacomo (2020) Hardware implementation of deep network accelerators towards healthcare and biomedical applications. IEEE Transactions on Biomedical Circuits and Systems, 14 (6). pp. 1138-1159.

Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) Live demonstration: Low-Power and High-Speed Deep FPGA Inference Engines for weed classification at the edge. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Asgari, Hajar, Mazloom-Nezhad Maybodi, Babak, Payvand, Melika, and Rahimi Azghadi, Mostafa (2020) Low-energy and fast spiking neural network for context-dependent learning on FPGA. IEEE Transactions on Circuits and Systems Part 2: express briefs, 67 (11). pp. 2697-2701.

Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) MemTorch: a simulation framework for deep memristive cross-bar architectures. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Almasi, Milad, Karimi, Gholamreza, Ranjbar, Mahnaz, and Rahimi Azghadi, Mostafa (2020) New analogue stop-learning control module using astrocyte for neuromorphic learning. IET Circuits, Devices & Systems, 14 (1). pp. 100-106.

Lammie, Corey, Xiang, Wei, and Rahimi Azghadi, Mostafa (2020) Training progressively Binarizing Deep Networks using FPGAs. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Calvert, Brendan, Olsen, Alex, Philippa, Bronson, and Rahimi Azghadi, Mostafa (2019) Autoweed: detecting Harrisia cactus in the Goondiwindi region for selective spot-spraying. In: https://www.wsq.org.au/downloads/2019-pest-animal-and-weed-symposium-proceedings/. pp. 52-57. From: PAWS 2019: 1st Queensland Pest Animal and Weed Symposium, 20-23 May 2019, Gold Coast, QLD, Australia.

Lammie, Corey, Xiang, Wei, and Azghadi, Mostafa Rahimi (2019) Accelerating deterministic and stochastic binarized neural networks on FPGAS using OpenCL. In: Procedings of the International Midwest Symposium on Circuits and Systems. pp. 626-629. From: MWSCAS 2019: IEEE 62nd International Midwest Symposium on Circuits and Systems, 4-7 August 2019, Dallas, TX, USA.

Heidarpur, Moslem, Ahmadi, Arash, Ahmadi, Majid, and Rahimi Azghadi, Mostafa (2019) CORDIC-SNN: on-FPGA STDP learning with Izhikevich neurons. IEEE Transactions on Circuits and Systems I: Regular Papers, 66 (7). pp. 2651-2661.

Olsen, Alex, Konovalov, Dmitry A., Philippa, Bronson, Ridd, Peter, Wood, Jake, Johns, Jamie, Banks, Wesley, Girgenti, Benjamin, Kenny, Owen, Whinney, James, Calvert, Brendan, Rahimi Azghadi, Mostafa, and White, Ronald D. (2019) DeepWeeds: a multiclass weed species image dataset for deep learning. Scientific Reports, 9. 2058.

Hashemi, Sara, Rahimi Azghadi, Mostafa, and Navi, Keivan (2019) Design and analysis of efficient QCA reversible adders. The Journal of Supercomputing, 75. pp. 2106-2125.

Lammie, Corey, Hamilton, Tara Julia, van Schaik, André, and Rahimi Azghadi, Mostafa (2019) Efficient FPGA implementations of pair and triplet-based STDP for neuromorphic architectures. IEEE Transactions on Circuits and Systems I: Regular Papers, 66 (4). pp. 1558-1570.

Lammie, Corey, Olsen, Alex, Carrick, Tony, and Rahimi Azghadi, Mostafa (2019) Low-power and high-speed deep FPGA inference engines for weed classification at the edge. IEEE Access, 7. pp. 51171-51184.

Lammie, Corey, and Azghadi, Mostafa Rahimi (2019) Stochastic computing for low-power and high-speed deep learning on FPGA. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2019: IEEE International Symposium on Circuits and Systems, 26-29 May 2019, Sapporo, Japan.

Lammie, Corey, Krestinskaya, Olga, James, Alex, and Rahimi Azghadi, Mostafa (2019) Variation-aware binarized memristive networks. In: Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems. pp. 490-493. From: 2019 ICECS: 26th IEEE International Conference on Electronics, Circuits and Systems, 27-29 November 2019, Genoa, Italy.

Lammie, Corey, Hamilton, Tara, and Azghadi, Mostafa Rahimi (2018) Unsupervised character recognition with a simplified FPGA neuromorphic system. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 27-30 May 2018, Florence, Italy.

Lammie, Corey, Hamilton, Tara, and Azghadi, Mostafa Rahimi (2018) Live demonstration: Unsupervised character recognition with a FPGA neuromorphic system. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2018: IEEE International Symposium on Circuits and Systems, 27-30 May 2018, Florence, Italy.

Lammie, Corey, and Rahimiazghadi, Mostafa (2017) Digital, analog, and memristive implementation of Spike-based Synaptic Plasticity. In: Abstracts from the Systems & Computational Neuroscience Down Under Meeting. p. 46. From: SCiNDU: Systems & Computational Neuroscience Down Under, 13-15 December 2017, Brisbane, QLD, Australia.

Aghnout, Soraya, Karimi, Gholamreza, and Rahimiazghadi, Mostafa (2017) Modeling triplet spike-timing-dependent plasticity using memristive devices. Journal of Computational Electronics, 16 (2). pp. 401-410.

Nguyen, Cong Dao, El Kass, Abdallah, Rahimi Azghadi, Mostafa, Jin, Craig T., Scott, Jonathan, and Leong, Philip H.W. (2017) An enhanced MOSFET threshold voltage model for the 6–300 K temperature range. Microelectronics Reliability, 69. pp. 36-39.

Rahimiazghadi, Mostafa, Linares-Barranco, Bernabe, Abbott, Derek, and Leong, Philip (2017) A hybrid CMOS-memristor neuromorphic synapse. IEEE Transactions on Biomedical Circuits and Systems, 11 (2). pp. 434-444.

Sayedsalehi, Samira, Rahimi Azghadi, Mostafa, Angizi, Shaahin, and Navi, Keivan (2015) Restoring and non-restoring array divider designs in quantum-dot cellular automata. Information Sciences, 311. pp. 86-101.

Rahimiazghadi, Mostafa, Moradi, Saber, Fasnacht, Daniel B., Ozdas, Mehmet Sirin, and Indiveri, Giacomo (2015) Programmable spike-timing-dependent plasticity learning circuits in neuromorphic VLSI architectures. ACM Journal on Emerging Technologies in Computing Systems, 12 (2). pp. 1-17.

Hashemi, Sara, Rahimi Azghadi, Mostafa, Zakerolhosseini, Ali, and Navi, Keivan (2015) A novel FPGA-programmable switch matrix interconnection element in quantum-dot cellular automata. International Journal of Electronics, 102 (4). pp. 703-724.

Rahimi, Mostafa, Giacomo, Indiveri, and Abbott, Derek (2014) Neuromorphic engineering: neuromimetic computation for understanding the brain. IEEE Life Sciences, June 2014.

Rahimi Azghadi, Mostafa, Iannella, Nicolangelo, Al-Sarawi, Said F., Indiveri, Giacomo, and Abbott, Derek (2014) Spike-based synaptic plasticity in silicon: design, implementation, application, and challenges. Proceedings of the IEEE, 102 (5). pp. 717-737.

Rahimi Azghadi, Mostafa, Iannella, Nicolangelo, Al-Sarawi, Said, and Abbott, Derek (2014) Tunable low energy, compact and high performance neuromorphic circuit for spike-based synaptic plasticity. PLoS ONE, 9 (2). e88326. pp. 1-14.

Rahimi Azghadi, S. Mostafa (2014) Neuromorphic VLSI designs for spike timing and rate-based synaptic plasticity with application in pattern classification. PhD thesis, The University of Adelaide.

Rahimiazghadi, Mostafa Rahimi, Al-Sarawi, Said, Abbott, Derek, and Iannella, Nicolangelo (2013) Pairing frequency experiments in visual cortex reproduced in a neuromorphic STDP circuit. In: Proceedings of the IEEE 20th International Conference on Electronics, Circuits, and Systems. pp. 229-232. From: ICECS 2013: IEEE 20th International Conference on Electronics, Circuits, and Systems, 8-11 December 2013, Abu Dhabi, United Arab Emirates.

Rahimi Azghadi, Mostafa, Moradi, Saber, and Indiveri, Giacomo (2013) Programmable neuromorphic circuits for spike-based neural dynamics. In: Proceedings of the 11th International New Circuits and Systems Conference. pp. 1-4. From: NEWCAS 2013: 11th International New Circuits and Systems Conference, 16-19 June 2013, Paris, France.

Rahimi Azghadi, Mostafa, Al-Sarawi, Said, Abbott, Derek, and Iannella, Nicolangelo (2013) A neuromorphic VLSI design for spike timing and rate based synaptic plasticity. Neural Networks, 45. pp. 70-82.

Rahimi Azghadi, Mostafa, Al-Sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2013) A new compact analog vlsi model for spike timing dependent plasticity. In: Proceedings of the 21st International Conference on Very Large Scale Integration (VLSI-SoC). pp. 7-12. From: 2013 IFIP/IEEE: 21st International Conference on Very Large Scale Integration (VLSI-SoC), 7-9 October 2013, Istanbul, Turkey.

Rahimi Azghadi, Mostafa, Al-Sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2012) Design and implementation of BCM rule based on spike-timing dependent plasticity. In: Proceedings of the 2012 International Joint Conference on Neural Networks. pp. 1-7. From: 2012 International Joint Conference on Neural Networks (IJCNN), 10-15 June 2012, Brisbane, QLD, Australia.

Rahimi Azghadi, Mostafa, Al-Sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2012) Efficient design of triplet based spike-timing dependent plasticity. In: Proceedings of the 2012 International Joint Conference on Neural Networks. pp. 1-7. From: 2012 International Joint Conference on Neural Networks (IJCNN), 10-15 June 2012, Brisbane, QLD, Australia.

Rahimi Azghadi, Mostafa, Al-Sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2011) Emergent BCM via neuromorphic VLSI synapses with STDP. In: Australian Workshop on Computational Neuroscience. p. 31. From: 5th Australian Workshop on Computational Neuroscience, 13-14 December 2011, University of Western Sydney, Campbelltown, NSW.

Rahimiazghadi, Mostafa, Kavehei, Omid, Al-Sarawi, Said, Iannella, Nicoangelo, and Abbott, Derek (2011) Novel VLSI implementation for triplet-based spike-timing dependent plasticity. In: Proceedings of the 7th International Conference on Intelligent Sensors, Sensor Networks and Information Processing. pp. 158-162. From: ISSNIP 2011: 7th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 6-9 December 2011, Adelaide, SA, Australia.

Rahimiazghadi, Mostafa, Al-sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2011) Physical implementation of pair-based spike-timing-dependent plasticity. Australasian Physical & Engineering Sciences in Medicine, 34. 141. p. 572.

Rahimi Azghadi, Mostafa, Kavehei, Omid, Al-Sarawi, Said, Iannella, Nicolangelo, and Abbott, Derek (2011) Triplet-based spike-timing dependent plasticity in silicon. In: Proceedings of the 21st Annual Conference of the Japanese Neural Network Society. 35. From: JNNS 2011: 21st Annual Conference of the Japanese Neural Network Society, 15-17 December 2011, Okinawa, Japan.

Navi, Keivan, Sayedsalehi, Samira, Farazkish, Razieh, and Rahimi Azghadi, Mostafa (2010) Five-input majority gate, a new device for quantum-dot cellular automata. Journal of Computational and Theoretical Nanoscience, 7 (8). pp. 1546-1553.

Navi, Keivan, Farazkish, Razieh, Sayedsalehi, Samira, and Rahimi Azghadi, Mostafa (2010) A new quantum-dot cellular automata full-adder. Microelectronics Journal, 41 (12). pp. 820-826.

Adineh-Vand, Auob, Parandin, Fariborz, Rahimi Azghadi, Mostafa, and Khalilzadeh, Alireza (2009) Solving multi-processor task scheduling problem using a combinatorial evolutionary algorithm. In: Proceedings of the 9th Workshop on Models and Algorithms for Planning and Scheduling Problems. pp. 91-93. From: 9th Workshop on Models and Algorithms for Planning and Scheduling Problems, 29 June - 3 July 2009, Kerkrade, The Netherlands.

Navi, K., Foroutan, V., Rahimi Azghadi, M., Maeen, M., Ebrahimpour, M., Kaveh, M., and Kavehei, O. (2009) A novel low-power full-adder cell with new technique in designing logical gates based on static CMOS inverter. Microelectronics Journal, 40 (10). pp. 1441-1448.

Kavehei, Omid, Rahimi Azghadi, Mostafa, Navi, Keivan, and Mirbaha, Amir-Pasha (2008) Design of robust and high-performance 1-bit CMOS Full Adder for nanometer design. In: Proceedings of the IEEE Computer Society Annual Symposium on VLSI. pp. 10-15. From: ISVLSI 08: IEEE Computer Society Annual Symposium on VLSI, 7-8 April 2008, Montpelier, France.

Adineh-Vand, A., Latif-Shabgahi, G., and Rahimi Azghadi, Mostafa (2008) Increasing testability in QCA circuits using a new test method. In: Proceedings of the 3rd International Design and Test Workshop. pp. 40-44. From: 2008 3rd International Design and Test Workshop, 20-22 December 2009, Monastir, Tunisia.

Farazkish, Razieh, Rahimi Azghadi, Mostafa, Navi, Keivan, and Haghparast, Majid (2008) New method for decreasing the number of quantum dot cells in QCA circuits. World Applied Sciences Journal, 4 (6). pp. 793-802.

Kazemi-Fard, Nazim, Ebrahimpour, Maryam, Rahimi, Mostafa, Tehrani, Mohammad, and Navi, Keivan (2008) Performance evaluation of in-circuit testing on QCA based circuits. In: Proceedings of the IEEE East-West Design & Test Symposium. pp. 375-378. From: EWDTS 08: IEEE East-West Design & Test Symposium, 9-12 October 2008, Lviv, Ukraine.

Bonyadi, Reza Mohammad, Rahimi Azghadi, Mostafa, and Shah-Hosseini, Hamed (2008) Population-based optimization algorithms for solving the travelling salesman problem. In: Greco, Federico, (ed.) Traveling Salesman Problem. InTechOpen, pp. 1-34.

Rahimi Azghadi, Mostafa, Bonyadi, Reza, Hashemi, Sara, and Moghadam, Mohsen Ebrahimi (2008) A hybrid multiprocessor task scheduling method based on immune genetic algorithm. In: Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness. 56. From: QShine08: 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, 28-31 July 2008, Hong Kong.

Hashemi, Sara, Rahimi Azghadi, Mostafa, and Zakerolhosseini, Ali (2008) A novel QCA multiplexer design. In: Proceedings of the International Symposium on Telecommunications. pp. 692-696. From: IST 2008: International Symposium on Telecommunications, 27-28 August 2008, Tehran, Iran.

Rahimi Azghadi, S. Mostafa, Bonyadi, M. Reza, and Shah-Hosseini, Hamed (2007) Gender classification based on feedforward backpropagation neural network. In: Proceedings of the 4th IFIP International Conference on Artificial Intelligence Applications and Innovations. pp. 299-304. From: AIAI 2007: 4th IFIP International Conference on Artificial Intelligence Applications and Innovations, 19-21 September 2007, Athens, Greece.

Bonyadi, M.R., Azghadi, S.M.R., Rad, N.M., Navi, K., and Afjei, E. (2007) Logic optimization for majority gate-based nanoelectronic circuits based on genetic algorithm. In: Proceedings of the 2007 International Conference on Electrical Engineering. pp. 1-5. From: IEEE 07: International Conference on Electrical Engineering, 11-12 April 2007, Lahore, Pakistan.

Bonyadi, Mohammad Reza, Rahimi Azghadi, S. Mostafa, and Shah Hosseini, Hamed (2007) Solving Traveling Salesman Problem using combinational evolutionary algorithm. In: Proceedings of the 4th IFIP International Conference on Artificial Intelligence Applications and Innovations (247) pp. 37-44. From: AIAI 2007: 4th IFIP International Conference on Artificial Intelligence Applications and Innovations, 19-21 September 2007, Athens, Greece.

Rahimiazghadi, Mostafa, Kavehei, Omid, and Navi, Keivan (2007) A novel design for quantum-dot cellular automata cells and full adders. Journal of Applied Sciences, 7 (22). pp. 3460-3468.

This list was generated on Sat Jul 31 09:15:35 2021 AEST.