Scientific Research Publishing

Han, M. and Guo, W. (2004) The full-supervised learning algorithm of radial basis function neural network. Chinese Journal of Science Instrument, 25, 454-457.

ABSTRACT: It takes more time and is easier to fall into the local minimum value when using the traditional full-supervised learning algorithm to train RBFNN. Therefore, the paper proposes one ...
GitHub

Integrate KAN network using Radial Basis Functions (RBF) instead of B-splines into 2D INR

The INR repo currently compares many implicit network architectures for 2D image reconstruction. Add a KAN (Kolmogrov arnold networks ) implementation that uses Radial Basis Functions (RBFs instead of ...
C&EN

Coal Air-Dry Basis Sulfur Content Detection Model Based on Hippopotamus Optimization Algorithm and Two Hidden Layer Extreme Learning Machine

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Coal is a solid combustible organic rock formed from the ...
IEEE

DC-RBF: Dilated Convolution-Radial Basis Function Network for Nonlinear Equalization in High-Speed VCSEL-Based Optical Interconnects

Abstract: The growing demand for ultra-high-speed data transmission in short-reach optical interconnects exacerbates inter-symbol interference (ISI) and device-induced nonlinearities, presenting ...
SciELO

QSPR study of partition coefficient (Ko/w) of some organic compounds using radial basic function-partial least square (RBF-PLS)

In this work, we introduce a new method ability radial basic function-partial least square (RBF-PLS) with high accuracy and precision in QSPR studies. Three quantitative structure-propertty ...
Visual Studio Magazine

Kernel Ridge Regression with Cholesky Inverse Training Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses the kernel matrix inverse (Cholesky ...
Frontiers

Data-driven modeling and identification of a bistable soft-robot element based on dielectric elastomer

Mechatronic Systems Laboratory, Institute of Machine Design and Systems Technology, Technische Universität Berlin, Berlin, Germany This paper presents the development and experimental validation of a ...
MIT Technology Review

What does it mean for an algorithm to be “fair”?

Amsterdam’s struggles with its welfare fraud algorithm show us the stakes of deploying AI in situations that directly affect human lives. What Amsterdam’s welfare fraud algorithm taught me about fair ...
Scientific Research Publishing

Ding, X., Liu, J., Yang, F. and Cao, J. (2021) Random Radial Basis Function Kernel-Based Support Vector Machine. Journal of the Franklin Institute, 358, 10121-10140.

ABSTRACT: The advent of the internet, as we all know, has brought about a significant change in human interaction and business operations around the world; yet, this evolution has also been marked by ...