Volume 32, Issue 24

Search all Neural Computing and Applications articles

December 2020

Special Issue on Developing Nature-inspired intelligence by Neural Systems (pp.17823/17971) and Special Issue on Workshop on Self-Organizing Maps 2017 (pp.17973/18254)

36 articles in this issue

Special issue on developing nature-inspired intelligence by neural systems
Carlos M. Travieso-González
Jesús B. Alonso-Hernández
Editorial 08 November 2020 Pages: 17823 - 17824
SC3: self-configuring classifier combination for obstructive sleep apnea
Sheikh Shanawaz Mostafa
Fábio Mendonça
Antonio G. Ravelo-García
Developing nature-inspired intelligence by neural systems 05 November 2019 Pages: 17825 - 17841
Machine learning-based classification of cardiac diseases from PCG recorded heart sounds
Anjali Yadav
Anushikha Singh
Carlos M. Travieso
Developing nature-inspired intelligence by neural systems 19 October 2019 Pages: 17843 - 17856
Comparison of algorithms and classifiers for stride detection using wearables
Tobias Steinmetzer
Ingrid Bönninger
Carlos M. Travieso
Developing nature-inspired intelligence by neural systems 02 August 2019 Pages: 17857 - 17868
Multilingual audio information management system based on semantic knowledge in complex environments
Karmele Lopez-de-Ipina
Nora Barroso
Elsa Fernández
Developing nature-inspired intelligence by neural systems Open access 03 February 2020 Pages: 17869 - 17886
An ICA-based method for stress classification from voice samples
Daniel Palacios
Victoria Rodellar
Pedro Gómez
Developing nature-inspired intelligence by neural systems 28 October 2019 Pages: 17887 - 17897
Integration of textual cues for fine-grained image captioning using deep CNN and LSTM
Neeraj Gupta
Anand Singh Jalal
Developing nature-inspired intelligence by neural systems 19 October 2019 Pages: 17899 - 17908
Simultaneous multi-descent regression and feature learning for facial landmarking in depth images
Janez Križaj
Peter Peer
Simon Dobrišek
Developing nature-inspired intelligence by neural systems Open access 23 October 2019 Pages: 17909 - 17926
Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images
Angel Garcia-Pedrero
Ana I. García-Cervigón
Saúl Calderón-Ramírez
Developing nature-inspired intelligence by neural systems 24 October 2019 Pages: 17927 - 17939
A comprehensive investigation into sclera biometrics: a novel dataset and performance study
Matej Vitek
Peter Rot
Peter Peer
S.I. : Developing nature-inspired intelligence by neural systems 19 February 2020 Pages: 17941 - 17955
Enhanced robustness of convolutional networks with a push–pull inhibition layer
Nicola Strisciuglio
Manuel Lopez-Antequera
Nicolai Petkov
S.I. : Developing nature-inspired intelligence by neural systems Open access 05 February 2020 Pages: 17957 - 17971
Editorial
Jean-Charles Lamirel
Marie Cottrell
Bruno Levy
Editorial 25 November 2020 Pages: 17973 - 17975
Fault tolerance of self-organizing maps
Bernard Girau
Cesar Torres-Huitzil
WSOM 2017 05 October 2018 Pages: 17977 - 17993
Rademacher complexity of margin multi-category classifiers
Yann Guermeur
WSOM 2017 22 November 2018 Pages: 17995 - 18008
Time integration and reject options for probabilistic output of pairwise LVQ
Johannes Brinkrolf
Barbara Hammer
WSOM 2017 05 January 2019 Pages: 18009 - 18022
Inference of node attributes from social network assortativity
Dounia Mulders
Cyril de Bodt
Yves-Alexandre de Montjoye
WSOM 2017 07 January 2019 Pages: 18023 - 18043
An energy-based SOM model not requiring periodic boundary conditions
Alexander Gepperth
WSOM 2017 18 February 2019 Pages: 18045 - 18058
A fuzzy data reduction cluster method based on boundary information for large datasets
Gustavo R. L. Silva
Paulo C. Neto
Antônio P. Braga
WSOM 2017 04 February 2019 Pages: 18059 - 18068
The importance of interpretability and visualization in machine learning for applications in medicine and health care
Alfredo Vellido
WSOM 2017 04 February 2019 Pages: 18069 - 18083
Learning vector quantization and relevances in complex coefficient space
M. Straat
M. Kaden
F. Melchert
WSOM 2017 Open access 09 March 2019 Pages: 18085 - 18099
Incremental learning with a homeostatic self-organizing neural model
Alexander Gepperth
WSOM 2017 29 March 2019 Pages: 18101 - 18121
Dynamics identification and control of nonlinear MIMO coupled plant using supervised neural gas and comparison with recurrent neural controller
Iván Machón-González
Hilario López-García
Ignacio Bocos-Barranco
WSOM 2017 24 May 2019 Pages: 18123 - 18142
A new growing pruning deep learning neural network algorithm (GP-DLNN)
Ryad Zemouri
Nabil Omri
Nader Fnaiech
WSOM 2017 24 May 2019 Pages: 18143 - 18159
Empowering graph segmentation methods with SOMs and CONN similarity for clustering large and complex data
Erzsébet Merényi
Joshua Taylor
WSOM 2017 21 June 2019 Pages: 18161 - 18178
Multidimensional urban segregation: toward a neural network measure
Madalina Olteanu
Aurélien Hazan
Julien Randon-Furling
WSOM 2017 27 May 2019 Pages: 18179 - 18191
Unsupervised learning-based solution of the Close Enough Dubins Orienteering Problem
Jan Faigl
WSOM 2017 10 May 2019 Pages: 18193 - 18211
Adaptive basis functions for prototype-based classification of functional data
Friedrich Melchert
Gabriele Bani
Michael Biehl
WSOM 2017 Open access 13 July 2019 Pages: 18213 - 18223
Application of self-organizing map to identify nocturnal epileptic seizures
Barbara Pisano
César Alexandre Teixeira
Alessandra Fanni
WSOM 2017 08 July 2019 Pages: 18225 - 18241
Self-organizing mappings on the Grassmannian with applications to data analysis in high dimensions
Xiaofeng Ma
Michael Kirby
Louis Scharf
WSOM 2017 10 September 2019 Pages: 18243 - 18254
A deep wavelet sparse autoencoder method for online and automatic electrooculographical artifact removal
Hoang-Anh The Nguyen
Thanh Ha Le
The Duy Bui
Original Article 30 April 2020 Pages: 18255 - 18270
Lipschitz constrained GANs via boundedness and continuity
Kanglin Liu
Guoping Qiu
Original Article Open access 24 May 2020 Pages: 18271 - 18283
Autonomic cloud resource provisioning and scheduling using meta-heuristic algorithm
Mohit Kumar
S. C. Sharma
Akhtar Husain
Original Article 29 April 2020 Pages: 18285 - 18303
Ultrasound-elastic-image-assisted diagnosis of pulmonary nodules based on genetic algorithm
Yujie Dong
Hua Jing
Wei Feng
Original Article 28 April 2020 Pages: 18305 - 18314
Diagnosis method of ultrasonic elasticity image of peripheral lung cancer based on genetic algorithm
Ting Dai
Lujia Ni
Qiang Luo
Original Article 29 April 2020 Pages: 18315 - 18325
Automated design of error-resilient and hardware-efficient deep neural networks
Christoph Schorn
Thomas Elsken
Gerd Ascheid
Original Article 10 June 2020 Pages: 18327 - 18345
A generative adversarial network with structural enhancement and spectral supplement for pan-sharpening
Liping Zhang
Weisheng Li
Dajiang Lei
Original Article 26 May 2020 Pages: 18347 - 18359

Volume 32, Issue 24

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