Journal Paper
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"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
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"Efficient digital design of ganglion cells in the retinal pathway"
Soheila Nazari
Heliyon,
Vol. 10,
pp.1-25,
2024
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
Conference Paper
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"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
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"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