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Soheila Nazari

Assistant Professor

Update: 2024-11-20

Soheila Nazari

Electrical Engineering - Electronics and Telecommunications /

Journal Paper

  1. "Efficient hardware design of spiking neurons and unsupervised learning module in large scale pattern classification network"
    Masoud Amiri, Soheila Nazari
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 137, 2024
  2. "An IoT-based packet aggregation mechanism for the SDN-based wide area networks"
    Nader Kazemi, GHaderi Reza, Soheila Nazari
    Computer Networks, Vol. 248, 2024
  3. "Efficient digital design of ganglion cells in the retinal pathway"
    Soheila Nazari
    Heliyon, Vol. 10, pp.1-25, 2024
  4. "Digital design of a spatial-pow-STDP learning block with high accuracy utilizing pow CORDIC for large-scale image classifier spatiotemporal SNN"
    Mohammad Kazem Bahrami, Soheila Nazari
    Scientific Reports, Vol. 10, pp.1-23, 2024
  5. "Efficient digital design of the nonlinear behavior of Hindmarsh-Rose neuron model in large-scale neural population"
    Soheila Nazari, Shabnam Jamshidi
    Scientific Reports, Vol. 14, 2024
  6. "A novel learning approach in deep spiking neural networks with multi-objective optimization algorithms for automatic digit speech recognition"
    Melika Hamian, Karim Faez, Soheila Nazari, Malihe Sabeti
    JOURNAL OF SUPERCOMPUTING, Vol. -, pp.1-26, 2023
  7. "DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation"
    Ali Karimi, Karim Faez, Soheila Nazari
    IEEE Access, Vol. 11, pp.134804-134821, 2023
  8. "A Novel Un-supervised Burst Time Dependent Plasticity learning approach for Biologically Pattern Recognition Networks"
    Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari, Marc M. Van Hulle
    INFORMATION SCIENCES, Vol. 622, pp.1-15, 2023
  9. "Designing Very Fast and Accurate Convolutional Neural Networks With Application in ICD and Smart Electrocardiograph Devices"
    Alireza Keyanfar, GHaderi Reza, Soheila Nazari, Behzad Hajimoradi, Leila Kamalzadeh
    IEEE Access, Vol. 11, pp.5502-5516, 2023
  10. "A new full closed-loop brain-machine interface approach based on neural activity: A study based on modeling and experimental studies"
    Masoud Amiri, Soheila Nazari, Amir Homayoun Jafari, Bahador Makkiabadi
    Heliyon, Vol. 9, pp.1-19, 2023
  11. "A New Brain-Machine Interface Algorithm Based on Neural Firing: A Study Based on Modeling"
    masoud amiri, bahador makkiabadi, amirhomayoun jafari, Soheila Nazari
    Journal of Neurodevelopmental Cognition, Vol. 5, pp.38-54, 2022
  12. "A Novel Unsupervised Spatial-Temporal Learning Mechanism in a Bio-inspired Spiking Neural Network"
    Masoud Amiri, Amir Homayoun Jafari?, Bahador Makkiabadi, Soheila Nazari
    Cognitive Computation, Vol. 15, pp.694-709, 2022
  13. "Neuromorphic circuit based on the un-supervised learning of biologically inspired spiking neural network for pattern recognition"
    Soheila Nazari, Alireza Keyanfar, Marc M. Van Hulle
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 116, 2022
  14. "Spiking image processing unit based on neural analog of Boolean logic operations"
    Soheila Nazari, Alireza Keyanfar, Marc M. Van Hulle
    Cognitive Neurodynamics, Vol. -, pp.1-12, 2022
  15. "Recognizing intertwined patterns using a network of spiking pattern recognition platforms"
    Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari
    Scientific Reports, Vol. 12, 2022
  16. "Information Transmitted From Bioinspired Neuron-Astrocyte Network Improves Cortical Spiking Network's Pattern Recognition Performance"
    Soheila Nazari, Masoud Amiri, Karim Faez, Marc M. Van Hulle
    IEEE Transactions on Neural Networks and Learning Systems, Vol. 31, pp.464-474, 2020
  17. "Empowering the impaired astrocytes in the tripartite synapses to improve accuracy of pattern recognition"
    Soheila Nazari, Karim Faez
    SOFT COMPUTING, Vol. 23, pp.8307-8319, 2019
  18. "Spiking pattern recognition using informative signal of image and unsupervised biologically plausible learning"
    Soheila Nazari, Karim faez
    NEUROCOMPUTING, Vol. 330, pp.196-211, 2019
  19. "Novel systematic mathematical computation based on the spiking frequency gate (SFG): Innovative organization of spiking computer"
    Soheila Nazari, Karim Faez
    INFORMATION SCIENCES, Vol. 474, pp.221-235, 2019
  20. "Establishing the flow of information between two bio-inspired spiking neural networks"
    Soheila Nazari, Karim Faez
    INFORMATION SCIENCES, Vol. 477, pp.80-99, 2019
  21. "A new approach to detect the coding rule of the cortical spiking model in the information transmission"
    Soheila Nazari, Karim Faez, Mahyar Janahmadi
    NEURAL NETWORKS, Vol. 99, pp.68-78, 2018

Conference Paper

  1. "Energy consumption optimization & Improving performance in CPU of the implantable cardioverter defibrillator with using design and hardware implementation of CNN neural network on Zynq"
    Alireza Keyanfar, GHaderi Reza, Soheila Nazari, behzad hajimoradi, leila kamalzadeh
    , pp.6-12, 2019
  2. "FPGA based designing Central processing unit of Implantable Cardiac Defibrillators with low energy consumption by using CNN deep neural network"
    Alireza Keyanfar, GHaderi Reza, Soheila Nazari
    , pp.1-6, 2019