Journal Papers

1. "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
2. "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
3. "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
4. "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
5. "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
6. "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
7. "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
8. "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
9. "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
10. "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
11. "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
12. "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