A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-017-0572-z
Abstract: In this research, we propose a novel algorithm for learning of the recurrent neural networks called as the fractional back-propagation through time (FBPTT). Considering the potential of the fractional calculus, we propose to use the… read more here.
Keywords: novel fractional; based learning; neural networks; gradient based ... See more keywords
A Novel Fractional Microbial Batch Culture Process and Parameter Identification
Sign Up to like & getrecommendations! Published in 2018 at "Differential Equations and Dynamical Systems"
DOI: 10.1007/s12591-017-0381-7
Abstract: This paper considers the microbial batch culture for producing 1,3-propanediol(1,3-PD) via glycerol disproportionation. Due to the nature of the fractional order operations, a novel fractional order model, which is based upon the original ordinary differential… read more here.
Keywords: parameter identification; novel fractional; batch culture; microbial batch ... See more keywords
Dynamic Behaviors Analysis of a Novel Fractional-Order Chua’s Memristive Circuit
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/5896353
Abstract: This paper proposed a novel fractional-order Chua’s memristive circuit. Firstly, a fractional-order mathematical model of a diode bridge generalized memristor with RLC filter cascade is established, and simulations verify that the fractional-order generalized memristor satisfies… read more here.
Keywords: novel fractional; order; chaotic circuit; fractional order ... See more keywords
On Novel Fractional Integral and Differential Operators and Their Properties
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Mathematics"
DOI: 10.1155/2023/4165363
Abstract: The main goal of this paper is to describe the new version of extended Bessel–Maitland function and discuss its special cases. Then, using the aforementioned function as their kernels, we develop the generalized fractional integral… read more here.
Keywords: fractional integral; differential operators; operators properties; novel fractional ... See more keywords
A novel fractional model for the projection of households using wealth index quintiles
Sign Up to like & getrecommendations! Published in 2022 at "PLOS ONE"
DOI: 10.1371/journal.pone.0277472
Abstract: Forecasting household assets provides a better opportunity to plan their socioeconomic activities for the future. Fractional mathematical models offer to model the asset-holding data into a piece of scientific evidence in addition to forecasting their… read more here.
Keywords: novel fractional; wealth index; fractional model; model ... See more keywords