How to select the parameters of ( radial basis function neural network) RBFNN?

More Genfeng Liu's questions See All

In the future, how to develop iterative learning control? What do you think?

08 September 2019 9,223 2 View

Basis set and input instruction to calculate HOMO and LUMO using Orca for Imidazolium based organic salts?

Hey there, As a synthetic chemist delving into theoretical calculations for my imidazolium-based organic molecules, I would greatly appreciate any guidance on the appropriate input instructions...

09 August 2024 5,444 7 View

Which software tools are best for enhancing diagnostic accuracy in chest X-ray imaging using image reconstruction and neural networks?

I am reaching out to seek your valuable advice and recommendations regarding the best software tools to use for this research. Specifically, I am looking for software with a user-friendly...

22 July 2024 3,794 1 View

Is there a name for this type of function?

Let n∈ℕ, where the function f:A⊆ℝ𝑛→ℝ, 𝐴 is Borel, and (A,d) is a completely seperable space. What is the name of the functions where the graph of f in any (n+1)-dimensional box of A×ℝ is...

17 July 2024 258 1 View

What is wrong with my input file?

im studing gaussian 16 with reading paper about I-131 Metaiodobenzylguanidine in the paper "In a similar vein, nuclear magnetic resonance shielding values were investigated using the widely...

16 July 2024 6,040 4 View

How can I extract the mathematical equation from existing Neural Network Model?

There exists a neural network model designed to predict a specific output, detailed in a published article. The model comprises 14 inputs, each normalized with minimum and maximum parameters...

14 July 2024 2,714 3 View

What is the current status of augmented learning in robotic surgery?

I would like to perform a literature review at this time on augmented learning and learning augmented algorithms to enhance performance-guided surgery

06 July 2024 246 1 View

How can I improve the purity of NPC cultures derived from human iPSCs during neural rosette selection?

Hi everyone, I've been working on differentiating human iPSCs to derive a pure and uniform culture of neural progenitor cells (NPCs). However, I'm encountering a significant issue during the...

01 July 2024 1,012 1 View

Is it possible to use neural network models for prediction if the sample size for the time series is very small??

Forecasting within neural Network

24 June 2024 6,800 1 View

What is information diffusion in the social network?How a message got viral in social network?

Please give answer. Also explain mathematical equations behind this.

22 June 2024 6,869 2 View

In CNN, is the feature map obtained randomly by convolution kernel?

In CNN(convolution neural network), can the feature map obtained determinately by a random initialization convolution kernel? if not, how to decide the weights in convolution kernel to obtain the...

20 June 2024 6,418 6 View

Azhar Imran

during the model fitting, you can optimize the parameters like activation function, learning rate, momentum, loss function, classifcation and dropout value etc,

Abubakar Bala

Dear Liu,

You may use grid search or a metaheuristic algorithm.

Please see our paper on using cuckoo search to optimize the parameters of echo state network.

Article Prediction Using Cuckoo Search Optimized Echo State Network