مقالات علمی چاپ شده در مجلات

1. "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
2. "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
3. "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
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. "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
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. "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
9. "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
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. "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
12. "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