A survey of fractional calculus applications in artificial neural networks

M Joshi, S Bhosale, VA Vyawahare - Artificial Intelligence Review, 2023 - Springer
Artificial neural network (ANN) is the backbone of machine learning, specifically deep
learning. The interpolating and learning ability of an ANN makes it an ideal tool for …

[HTML][HTML] Comparative study of integer-order and fractional-order artificial neural networks: Application for mathematical function generation

MP Joshi, S Bhosale, VA Vyawahare - e-Prime-Advances in Electrical …, 2024 - Elsevier
This paper investigates the impact of fractional derivatives on the activation functions of an
artificial neural network (ANN). Based on the results and analysis, a three-layer …

Computer-Aided Diagnosis of Graphomotor Difficulties Utilizing Direction-Based Fractional Order Derivatives

M Gavenčiak, J Mucha, J Mekyska, Z Galáž… - Available at SSRN …, 2023 - papers.ssrn.com
BACKGROUND AND OBJECTIVE: Children who do not sufficiently develop graphomotor
skills essential for handwriting often develop graphomotor disabilities (GD), impacting the …

[引用][C] Abordagens de Machine Learning para previsão de curto prazo de níveis de insulina ativa e de glicose no sangue

DA Francisco - 2024