Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Samaneh Alsadat Saeedinia"'
Autor:
Samaneh Alsadat Saeedinia, Mohammad Reza Jahed-Motlagh, Abbas Tafakhori, Nikola Kirilov Kasabov
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-21 (2024)
Abstract The study introduces a new online spike encoding algorithm for spiking neural networks (SNN) and suggests new methods for learning and identifying diagnostic biomarkers using three prominent deep learning neural network models: deep BiLSTM,
Externí odkaz:
https://doaj.org/article/f4d3247752664c24b58a5c644636ee03
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
Abstract This paper proposes a novel method and algorithms for the design of MRI structured personalized 3D spiking neural network models (MRI-SNN) for a better analysis, modeling, and prediction of EEG signals. It proposes a novel gradient-descent l
Externí odkaz:
https://doaj.org/article/a2f0ca33db2a424b9a3bc28f530616c9
Publikováno v:
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 236:9716-9729
This paper proposes a new navigation control scheme for a three-wheel OMnidirectional Robot (OMR), taking into account the dynamic constraints with the aim of collision avoidance in dynamic environments. The proposed control strategy is inherently a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a26d7f85e47ae32e5d938bfc77f8fe31
https://doi.org/10.1177/09544062221095414
https://doi.org/10.1177/09544062221095414
Publikováno v:
Scientific Reports
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
This paper proposes a novel method and algorithms for the design of MRI structured personalized 3D spiking neural network models (MRI-SNN) for a better analysis, modeling, and prediction of EEG signals. It proposes a novel gradient-descent learning a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04931627fb3beb3ecaf15347eec7242b
https://doi.org/10.1038/s41598-021-90029-5
https://doi.org/10.1038/s41598-021-90029-5
Publikováno v:
IEEE Access, Vol 12, Pp 24596-24608 (2024)
Sound source localization is a critical problem in various fields, including communication, security, and entertainment. Binaural cues are a natural technique used by mammalian ears for efficient sound source localization. Spiking neural networks (SN
Externí odkaz:
https://doaj.org/article/701f8a75ea4f44c3a67ac76c202e63d9
Publikováno v:
Frontiers in Robotics and AI, Vol 10 (2023)
Introduction: The challenge of navigating a Mobile robot in dynamic environments has grasped significant attention in recent years. Despite the available techniques, there is still a need for efficient and reliable approaches that can address the cha
Externí odkaz:
https://doaj.org/article/d87d4b003a33414d812cc88cb3a4d5d6