Zobrazeno 1 - 5 of 5 pro vyhledávání: '"Sahaj Anilbhai Patel"'
1
Akademický článek
A Novel Clustering Algorithm Integrating Gershgorin Circle Theorem and Nonmaximum Suppression for Neural Spike Data Analysis
Autor: Sahaj Anilbhai Patel, Abidin Yildirim
Publikováno v: Signals, Vol 5, Iss 2, Pp 402-416 (2024)
(1) Problem Statement: The development of clustering algorithms for neural recordings has significantly evolved, reaching a mature stage with predominant approaches including partitional, hierarchical, probabilistic, fuzzy logic, density-based, and l
Externí odkaz: https://doaj.org/article/ad45b9b0a6724930a2cb5d0e4c67e7f5
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2
Akademický článek
Overcoming Dimensionality Constraints: A Gershgorin Circle Theorem-Based Feature Extraction for Weighted Laplacian Matrices in Computer Vision Applications
Autor: Sahaj Anilbhai Patel, Abidin Yildirim
Publikováno v: Journal of Imaging, Vol 10, Iss 5, p 121 (2024)
In graph theory, the weighted Laplacian matrix is the most utilized technique to interpret the local and global properties of a complex graph structure within computer vision applications. However, with increasing graph nodes, the Laplacian matrix’
Externí odkaz: https://doaj.org/article/639a01ea0a4946ee8e527153781d7080
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3
Akademický článek
Non-stationary neural signal to image conversion framework for image-based deep learning algorithms
Autor: Sahaj Anilbhai Patel, Abidin Yildirim
Publikováno v: Frontiers in Neuroinformatics, Vol 17 (2023)
This paper presents a time-efficient preprocessing framework that converts any given 1D physiological signal recordings into a 2D image representation for training image-based deep learning models. The non-stationary signal is rasterized into the 2D
Externí odkaz: https://doaj.org/article/2d78c045dc154533b6062511633ca869
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