封面图片

A hybrid ART-GRNN online learning neural network with a ?-insensitive loss function

In this brief, a new neural network model called generalized adaptive resonance theory (GART) is introduced. GART is a hybrid model that comprises a modified Gaussian adaptive resonance theory (MGA) and the generalized regression neural network (GRNN). It is an enhanced version of the GRNN, which pr...

Saved in:

书目详细资料
Main Authors:	Yap K.S., Lim C.P., Abidin I.Z.
其他作者:	24448864400
格式:	Article
出版:	2023
主题:	Adaptive resonance theory (ART) Bayesian theorem Generalized regression neural network (GRNN) Online sequential extreme learning machine Algorithms Artificial Intelligence Computer Simulation Models, Theoretical Neural Networks (Computer) Online Systems Pattern Recognition, Automated Arts computing E-learning Education Feedforward neural networks Food processing Image classification Internet Learning systems Radial basis function networks Resonance Time series analysis algorithm article artificial intelligence artificial neural network automated pattern recognition computer simulation methodology online system theoretical model Adaptive resonance theories Adaptive resonance theory Empirical studies Extreme Learning Machine Gaussian Generalized regression neural network Hybrid model Loss functions Neural network modelling On-line learning Radial basis function neural networks Sequential learning Time-series prediction Neural networks
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Development and application of an enhanced ART-Based neural network
由: Keem, Siah Yap, et al.
出版: (2009)

An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification
由: Yap K.S., et al.
出版: (2023)

Heart Attack Prediction with Deep Learning
由: Syasya Putri binti Mohamad Razauddin
出版: (2023)

A new multi agent system based on online sequential extreme learning machines and Bayesian Formalism
由: Yap K.S.
出版: (2023)

Fighting fish identification using deep learning / Muhammad NurSyafiq and Mohammad Hafiz Ismail
由: NurSyafiq, Muhammad, et al.
出版: (2023)

Object detection model for mango leaf diseases / Muhammad Norzakwan Mohd Sham and Mohammad Hafiz Ismail
由: Mohd Sham, Muhammad Norzakwan, et al.
出版: (2023)

Improved GART neural network model for pattern classification and rule extraction with application to power systems
由: Yap K.S., et al.
出版: (2023)

Identification of normal and pain infants based on individual crying pattern
由: Ezzatul Deanna Erni, Mohamad Azmi
出版: (2016)

Implementation of FPGA-based artificial neural network for character recognition
由: Omar Sadeq, Salman
出版: (2019)

Biceps activity EMG pattern recognition using neural networks
由: Sundaraj, Kenneth, Prof. Dr.
出版: (2014)

Improving classification of EEG signals for a four-state brain machine interface
由: Hema, Chengalvarayan Radhakrishnamurthy, et al.
出版: (2013)

Model reference adaptive neuro-controller based on HMLP network
由: Siti Maryam, Sharun, et al.
出版: (2012)

Revolutionizing Human?Computer Interaction: Unraveling the Power of Deep Learning Convolutional Neural Networks in Face Recognition
由: Baharum A., et al.
出版: (2025)

Adaptive Mechanism for GA-NN to Enhance Prediction Model
由: Faridah Sh Ismail, et al.
出版: (2015)

The effect of varying kilovoltage (kVp) and tube current (mAs) on the image quality and dose of CTA head phantom / Sity Noor Ayseah Dzulkafli
由: Dzulkafli, Sity Noor Ayseah
出版: (2015)

Diabetes mellitus forecast using Artificial Neural Network (ANN) / Siti Farhanah Jaafar
由: Jaafar, Siti Farhanah
出版: (2005)

Quantum-inspired artificial immune system (QIAIS) for optimal load technique for loss minimization / Eda Sofia Othman
由: Othman, Eda Sofia
出版: (2013)

Groundwater level forecasting with machine learning models: A review
由: Boo K.B.W., et al.
出版: (2025)

Prediction model for spectroscopy using Python programming
由: A. A. M., Ismail, et al.
出版: (2022)

Convolutional Neural Network approach for different leaf classification
由: Ahmad Nazri, Ali, et al.
出版: (2023)

Classification of normal and stress between female based on EEG signals by using artificial neural network / Nor Atiqah Thafa'i
由: Thafa'i, Nor Atiqah
出版: (2016)

Classification of normal and stress between female based on EEG signals by using Artificial Neural Network / Nor Atiqah Thafa'i
由: Thafa'i, Nor Atiqah

Comparison of Convolutional Neural Network Performance Against Deep Learning Architectecture With Diseased Paddy Dataset
由: Ain Nadia Alin binti Mohd Azeman
出版: (2023)

Moving vehicle identification using artificial neural networks
由: Sathishkumar, Sundararaj
出版: (2016)

Comparison of radial basis function and back-error propagation neural networks for crack detection in variable cross-section beams
由: Neda Nasiri, et al.
出版: (2012)

The development of face recognition based on lip using neural network / Halizawati Mohd Nor
由: Mohd Nor, Halizawati
出版: (2006)

Offline handwritten character recognition using backpropagation neural network / Masnizah Mohadi
由: Mohadi, Masnizah
出版: (2005)

Face expression recognition using artificial neural network (ANN) / Mazuraini Ghani
由: Ghani, Mazuraini
出版: (2005)

Recognition of isolated elements picture using backpropagation neural network / Melati Sabtu
由: Sabtu, Melati
出版: (2005)

Object texture recognition based on grasping force data using feedforward neural network / A. B. Roslan and R. L. A. Shauri
由: Roslan, A.B., et al.
出版: (2022)

Pneumonia Detection From X-Ray Images With Deep Convolutional Neural Network
由: Nur Syaza Nabilah Binti Mohd Shukri
出版: (2023)

Classifying Sources Influencing Indoor Air Quality (IAQ) Using Artificial Neural Network (ANN)
由: Shaharil, Mad Saad, et al.
出版: (2020)

A new approach for convert multiply-connected trees in Bayesian networks
由: Hussein, Baloochian, et al.
出版: (2009)

Artificial neural network model for prediction of dynamical behavior in spray boom
由: Mona, Tahmasebi, et al.
出版: (2012)

Artificial neural networks (ANNS) for daily rainfall runoff modelling
由: Kuok, King Kuok, et al.
出版: (2011)

Performance comparison of daubechies wavelet family in Infant cry classification
由: Saraswathy, J, et al.
出版: (2014)

Convolutional neural network and opencv based mobile application to detect wear out in car tyres / Harshitha Allipilli and Samyuktha Samala
由: Allipilli, Harshitha, et al.
出版: (2021)

Compressing and improving fuzzy rules using genetic algorithm and its application to fault detection
由: Yap K.S., et al.
出版: (2023)

A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate
由: Abed M., et al.
出版: (2024)

Tuberculosis bacilli detection in Ziehl-Neelsen-stained tissue using affine moment invariants and extreme learning machine
由: Muhammad Khusairi, Osman, et al.
出版: (2011)