Soheila Nazari

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Sparsely Connected

Pattern Recognition

Top Venues

Neural Networks

Publications

Nader Kazemi, Reza Ghaderi, Soheila Nazari
An IoT-based packet aggregation mechanism for the SDN-based wide area networks. Comput. Networks 248 (2024)
Melika Hamian, Karim Faez, Soheila Nazari, Malihe Sabeti
A Novel Training Approach in Deep Spiking Neural Network Based on Fuzzy Weighting and Meta-heuristic Algorithm. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Ali Karimi, Karim Faez, Soheila Nazari
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation. IEEE Access 11 (2023)
Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari
A Novel Unsupervised Spatial-Temporal Learning Mechanism in a Bio-inspired Spiking Neural Network. Cogn. Comput. 15 (2) (2023)
Melika Hamian, Karim Faez, Soheila Nazari, Malihe Sabeti
A novel learning approach in deep spiking neural networks with multi-objective optimization algorithms for automatic digit speech recognition. J. Supercomput. 79 (18) (2023)
Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari, Marc M. Van Hulle
A novel un-supervised burst time dependent plasticity learning approach for biologically pattern recognition networks. Inf. Sci. 622 (2023)
Alireza Keyanfar, Reza Ghaderi, Soheila Nazari, Behzad Hajimoradi, Leila Kamalzadeh
Designing Very Fast and Accurate Convolutional Neural Networks With Application in ICD and Smart Electrocardiograph Devices. IEEE Access 11 (2023)
Soheila Nazari, Alireza Keyanfar, Marc M. Van Hulle
Neuromorphic circuit based on the un-supervised learning of biologically inspired spiking neural network for pattern recognition. Eng. Appl. Artif. Intell. 116 (2022)
Soheila Nazari, Masoud Amiri, Karim Faez, Marc M. Van Hulle
Information Transmitted From Bioinspired Neuron-Astrocyte Network Improves Cortical Spiking Network's Pattern Recognition Performance. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Soheila Nazari, Karim Faez
Novel systematic mathematical computation based on the spiking frequency gate (SFG): Innovative organization of spiking computer. Inf. Sci. 474 (2019)
Masoud Amiri, Soheila Nazari, Karim Faez
Digital realization of the proposed linear model of the Hodgkin-Huxley neuron. Int. J. Circuit Theory Appl. 47 (3) (2019)
Soheila Nazari, Karim Faez
Spiking pattern recognition using informative signal of image and unsupervised biologically plausible learning. Neurocomputing 330 (2019)
Soheila Nazari, Karim Faez
Establishing the flow of information between two bio-inspired spiking neural networks. Inf. Sci. 477 (2019)
Soheila Nazari, Karim Faez
Empowering the impaired astrocytes in the tripartite synapses to improve accuracy of pattern recognition. Soft Comput. 23 (17) (2019)
Soheila Nazari, Karim Faez, Mahyar Janahmadi
A new approach to detect the coding rule of the cortical spiking model in the information transmission. Neural Networks 99 (2018)
Soheila Nazari, Karim Faez, Mahmood Amiri
A multiplier-less digital design of a bio-inspired stimulator to suppress synchronized regime in a large-scale, sparsely connected neural network. Neural Comput. Appl. 28 (2) (2017)
Soheila Nazari, Karim Faez, Mahmood Amiri, Ehsan Karami
A digital implementation of neuron-astrocyte interaction for neuromorphic applications. Neural Networks 66 (2015)
Soheila Nazari, Masoud Amiri, Karim Faez, Mahmood Amiri
Multiplier-less digital implementation of neuron-astrocyte signalling on FPGA. Neurocomputing 164 (2015)