Simona Nedelcheva

According to our database, Simona Nedelcheva authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Investigation of Conscious Visual Perception via Visual Stimulus Propagation through a 3D-SNN Brain Model.

Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

2023

Grid Search Optimization of Novel SNN-ESN Classifier on a Supercomputer Platform.

Dimitar P. Filev, Petia D. Koprinkova-Hristova, Nikola K. Kasabov, Simona Nedelcheva, Sofiya Ivanovska, Svetlozar Yordanov

Proceedings of the Large-Scale Scientific Computations - 14th International Conference, 2023

On-line Learning, Classification and Interpretation of Brain Signals using 3D SNN and ESN.

Petia D. Koprinkova-Hristova, Dimitar P. Filev, Simona Nedelcheva, Svetlozar Yordanov, Nikola K. Kasabov

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

HPC parallel implementation combining NEST Simulator and Python modules.

Simona Nedelcheva, Sofiya Ivanovska, Mariya K. Durchova, Petia D. Koprinkova-Hristova

Clust. Comput., 2022

Simulation Investigations of Pyramidal Cells Layer Effect on Conscious Visual Perception.

Petia D. Koprinkova-Hristova, Simona Nedelcheva

Proceedings of the Numerical Methods and Applications - 10th International Conference, 2022

2020

Parallel Implementation of the Model of Retina Ganglion Cells Layer.

Simona Nedelcheva, Krasimira Georgieva, Petia D. Koprinkova-Hristova

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

STDP Training of Hierarchical Spike Timing Model of Visual Information Processing.

Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva, Radoslava Kraleva, Velin Kralev, Miroslava Stefanova, Bilyana Genova

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing.

Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva, Velin Kralev

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

In-silico Investigation of Human Visual System.

Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva

Proceedings of the Contemporary Methods in Bioinformatics and Biomedicine and Their Applications, 2020

2019

Spike Timing Neural Model of Motion Perception and Decision Making.

Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova

Frontiers Comput. Neurosci., 2019

2018

Investigation of Feedback Connections Effect of a Spike Timing Neural Network Model of Early Visual System.

Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018