Search Results - "Gradient-based learning algorithm"

Convergence of a Gradient-Based Learning Algorithm With Penalty for Ridge Polynomial Neural Networks

Authors: Qinwei Fan Jigen Peng Haiyang Li et al.

Source: IEEE Access, Vol 9, Pp 28742-28752 (2021)

Subject Terms: high order neural networks, smoothing Group Lasso, ridge polynomial neural network, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0101 mathematics, Convergence, 01 natural sciences, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311170.pdf
https://doaj.org/article/d08d8abfe023489e97d4503a1561247b
https://doaj.org/article/d08d8abfe023489e97d4503a1561247b
https://ieeexplore.ieee.org/document/9311170/
https://doi.org/10.1109/ACCESS.2020.3048235
https://dblp.uni-trier.de/db/journals/access/access9.html#FanPLL21

A Gradient-Based Learning Algorithm for Mobile Robot Path Planning in Environment Exploration

Authors: Zhiliang Wu Yiqiang Wang

Source: Mechanisms and Machine Science ISBN: 9783030918910

Convergence of a modified gradient-based learning algorithm with penalty for single-hidden-layer feed-forward networks

Authors: Jian Wang Bingjie Zhang Zhaoyang Sang et al.

Source: Neural Computing and Applications. 32:2445-2456

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/nca/nca32.html#WangZSLWM20
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002288813957427
https://link.springer.com/article/10.1007/s00521-018-3748-y
https://doi.org/10.1007/s00521-018-3748-y

A supervised gradient-based learning algorithm for optimized entity resolution

Authors: Orion F. Reyes-Galaviz Witold Pedrycz Nick J. Pizzi et al.

Source: Data & Knowledge Engineering. 112:106-129

Subject Terms: 13. Climate action, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 16. Peace & justice

Access URL: https://jglobal.jst.go.jp/detail?JGLOBAL_ID=201702246147367903
https://www.sciencedirect.com/science/article/pii/S0169023X16302038
https://doi.org/10.1016/j.datak.2017.10.004
https://dl.acm.org/doi/10.1016/j.datak.2017.10.004
https://dblp.uni-trier.de/db/journals/dke/dke112.html#Reyes-GalavizPH17

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks

Authors: Shujaat Khan Muhammad Moinuddin Jawwad Ahmad et al.

Source: Circuits, Systems, and Signal Processing. 37:593-612

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/cssp/cssp37.html#KhanANM18
https://rd.springer.com/article/10.1007/s00034-017-0572-z
https://research-repository.uwa.edu.au/en/publications/a-novel-fractional-gradient-based-learning-algorithm-for-recurren
https://link.springer.com/article/10.1007/s00034-017-0572-z
https://link.springer.com/10.1007/s00034-017-0572-z

Strong Convergence Analysis of Batch Gradient-Based Learning Algorithm for Training Pi-Sigma Network Based on TSK Fuzzy Models

Authors: Yan Liu Dakun Yang Li Guo et al.

Source: Neural Processing Letters. 43:745-758

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://rd.springer.com/article/10.1007/s11063-015-9445-2
https://link.springer.com/article/10.1007/s11063-015-9445-2
https://dblp.uni-trier.de/db/journals/npl/npl43.html#LiuYNGZ16

An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network

Authors: Zhi Chen Xun Cai Michael T. Manry et al.

Source: 2014 International Joint Conference on Neural Networks (IJCNN). :1093-1099

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0210 nano-technology

Access URL: https://dblp.uni-trier.de/db/conf/ijcnn/ijcnn2014.html#CaiTMC14

An Improved Conjugate Gradient Based Learning Algorithm For Back Propagation Neural Networks

Authors: N. M. Nawi R. S. Ransing M. R. Ransing

Subject Terms: search direction, 0202 electrical engineering, electronic engineering, information engineering, conjugate gradient, 02 engineering and technology, activation function, back-propagation, Adaptive gain variation

An efficient gradient-based learning algorithm applied to neural networks with selective actuation neurons

Authors: Lopes, Noel Ribeiro, Bernadete

Subject Terms: multi-layer perceptrons, hybrid architectures, Learning and adaptive systems in artificial intelligence, Approximation algorithms

File Description: application/xml

Access URL: https://zbmath.org/2065718

Convergence of a modified gradient-based learning algorithm with penalty for single-hidden-layer feed-forward networks.

Authors: Wang, Jian Zhang, Bingjie Sang, Zhaoyang et al.

Source: Neural Computing & Applications; Apr2020, Vol. 32 Issue 7, p2445-2456, 12p

Subject Terms: MACHINE learning, ERROR functions, NUMERICAL analysis, DETERMINISTIC algorithms, INFINITY (Mathematics)

A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks.

Authors: Khan, Shujaat Ahmad, Jawwad Naseem, Imran et al.

Source: Circuits, Systems & Signal Processing; Feb2018, Vol. 37 Issue 2, p593-612, 20p

Subject Terms: ARTIFICIAL neural networks, DEEP learning, DIGITAL signal processing, ALGORITHMS, TIME series analysis

Нейро-фаззи-сеть Колмогорова с полиномиальными функциями принадлежности и градиентный алгоритм ее обучения ; Нейро-фаззi-мережа Колмогорова з полiномiальними функцiями приналежностi та градiєнтний алгоритм її навчання ; Neuro-fuzzy Kolmogorov’s network with polynomial activation functions and its gradient-based learning algorithm

Authors: Бодянский, Е. В. Горшков, Е. В. Колодяжный, В. В. et al.

Source: Адаптивні системи автоматичного управління: міжвідомчий науково-технічний збірник

File Description: С. 102–109; application/pdf

Relation: Бодянский, Е. В. Нейро-фаззи-сеть Колмогорова с полиномиальными функциями принадлежности и градиентный алгоритм ее обучения / Е. В. Бодянский, Е. В. Горшков, В. В. Колодяжный // Адаптивнi системи автоматичного управлiння : міжвідомчий науково-технічний збірник. – 2004. – № 7(27). – С. 102–109. - Бібліогр.: 11 назв.; https://ela.kpi.ua/handle/123456789/11781

Availability: https://ela.kpi.ua/handle/123456789/11781

International Journal of Computational Intelligence 4;1 2008 An Improved Conjugate Gradient Based Learning Algorithm for Back Propagation Neural Networks

Authors: N. M. Nawi R. S. Ransing M. R. Ransing et al.

Contributors: N. M. Nawi R. S. Ransing M. R. Ransing et al.

Source: http://www.waset.org/journals/ijci/v4/v4-1-6.pdf.

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.212.9395

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.212.9395
http://www.waset.org/journals/ijci/v4/v4-1-6.pdf

Strong Convergence Analysis of Batch Gradient-Based Learning Algorithm for Training Pi-Sigma Network Based on TSK Fuzzy Models.

Authors: Liu, Yan Yang, Dakun Nan, Nan et al.

Source: Neural Processing Letters; Jun2016, Vol. 43 Issue 3, p745-758, 14p

Subject Terms: MACHINE learning, FUZZY logic, TECHNOLOGY convergence, NEURAL circuitry, TIME series analysis, MATHEMATICAL models

An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network.

Authors: Cai, Xun Tyagi, Kanishka Manry, Michael T. et al.

Source: 2014 International Joint Conference on Neural Networks (IJCNN); 2014, p1093-1099, 7p

Learning in random utility models via online decision problems.

Authors: Melo, Emerson

Source: International Journal of Economic Theory; Dec2025, Vol. 21 Issue 4, p494-526, 33p

Subject Terms: DECISION making, DECISION theory, MACHINE learning, STATISTICAL bias

Forward layer-wise learning of convolutional neural networks through separation index maximizing.

Authors: Karimi, Ali Kalhor, Ahmad Sadeghi Tabrizi, Melika

Source: Scientific Reports; 4/13/2024, Vol. 14 Issue 1, p1-12, 12p

Subject Terms: CONVOLUTIONAL neural networks, MACHINE learning, IMAGE recognition (Computer vision), TIME complexity, DEEP learning, CLASSIFICATION algorithms

基于高低阈值的脉冲神经元抗噪学习算法. (Chinese)

Alternate Title: A Spiking Neurons noise-resistant learning algorithm with high and low thresholds. (English)

Authors: 杨 静 徐 彦 姜 赢

Source: Computer Engineering & Science / Jisuanji Gongcheng yu Kexue; Aug2023, Vol. 45 Issue 8, p1482-1489, 8p

Ensemble Method of Diverse Regularized Extreme Learning Machines. (English)

Authors: CHEN Yang WANG Shitong

Source: Journal of Frontiers of Computer Science & Technology; Aug2022, Vol. 16 Issue 8, p1819-1828, 10p

Subject Terms: MACHINE learning, DISTRIBUTION (Probability theory), WEIGHT training, MATRIX functions, PROBLEM solving, ITERATIVE learning control, FEEDFORWARD neural networks

Provable Length Generalization in Sequence Prediction via Spectral Filtering

Authors: Marsden, Annie Dogariu, Evan Agarwal, Naman et al.

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2411.01035