Appropriate Selection for Numbers of neurons and layers in a Neural Network Architecture: A Brief Analysis
Identification of optimal number of neurons and layers in a proposed neural architecture is very complex for the better results. The determination of the hidden layer number is also very difficult task for the proposed network. The recognition of the effective neural network model in terms of accur...
Saved in:
Main Authors: | Asif Aziz, Talha Khan, Umar Iftikhar, Irfan Tanoli, Asif khalid Qureshi |
---|---|
Format: | Article |
Language: | English |
Published: |
Sir Syed University of Engineering and Technology, Karachi.
2023-12-01
|
Series: | Sir Syed University Research Journal of Engineering and Technology |
Subjects: | |
Online Access: | http://www.sirsyeduniversity.edu.pk/ssurj/rj/index.php/ssurj/article/view/438 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
APPLICATION OF NEURAL NETWORKS IN ARTIFICIAL INTELLIGENCE TASKS
by: V. F. Antonov, et al.
Published: (2022-08-01) -
Elimination of defects in photos using neural networks
by: V. F. Antonov
Published: (2023-01-01) -
Multi-Layer Perceptron Neural Network Utilizing Adaptive Best-Mass Gravitational Search Algorithm to Classify Sonar Dataset
by: Mohammad Reza MOSAVI, et al.
Published: (2019-01-01) -
Advancing Engineering Solutions with Protozoa-Based Differential Evolution: A Hybrid Optimization Approach
by: Hussam N. Fakhouri, et al.
Published: (2025-03-01) -
Method of training neural networks for use in exchange robots based on intuitive analysis
by: S. S. Khromov
Published: (2020-01-01)