{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:37:13Z","timestamp":1761597433724},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2013,6,14]],"date-time":"2013-06-14T00:00:00Z","timestamp":1371168000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2013,9]]},"DOI":"10.1007\/s00521-013-1408-9","type":"journal-article","created":{"date-parts":[[2013,6,13]],"date-time":"2013-06-13T05:09:40Z","timestamp":1371100180000},"page":"609-615","source":"Crossref","is-referenced-by-count":26,"title":["A survey of artificial neural network training tools"],"prefix":"10.1007","volume":"23","author":[{"given":"Dar\u00edo","family":"Baptista","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando","family":"Morgado-Dias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,6,14]]},"reference":[{"key":"1408_CR1","unstructured":"Huxhold WL, Henson TF, Bowman JD; IBM Corp., Houston, TX (1992) ANNIE: a simulated neural network for empirical studies and application prototyping. Annie. Simulation symposium. Proceedings of 25th annual USA, pp 2\u20138"},{"issue":"3","key":"1408_CR2","doi-asserted-by":"crossref","first-page":"626","DOI":"10.1109\/72.761722","volume":"10","author":"H Aapo","year":"1999","unstructured":"Aapo H (1999) Fast and robust fixed-point algorithms for independent component analysis. FastICA. IEEE Trans Neural Netw 10(3):626\u2013663","journal-title":"IEEE Trans Neural Netw"},{"key":"1408_CR3","doi-asserted-by":"crossref","unstructured":"Yu H, Wilamowski BM (2009) Efficient and reliable training of neural networks. NNT\u2014neural network trainer. IEEE human system interaction conference, Italy, May 21\u201323, pp 109\u2013115","DOI":"10.1109\/HSI.2009.5090963"},{"key":"1408_CR4","volume-title":"NETLAB: algorithms for pattern recognition","author":"TN Ian","year":"2004","unstructured":"Ian TN (2004) NETLAB: algorithms for pattern recognition. Springer, UK"},{"key":"1408_CR5","doi-asserted-by":"crossref","unstructured":"Lopes N, Ribeiro B (2009) GPU implementation of the multiple back-propagation algorithms. In: Proceedings of intelligent data engineering and automated learning, Springer, pp 449\u2013456","DOI":"10.1007\/978-3-642-04394-9_55"},{"key":"1408_CR6","doi-asserted-by":"crossref","unstructured":"Mark H, Eibe F, Geoffrey H, Bernhard P, Peter R, Ian HW (2009) The WEKA data mining software: an update, vol 11, no 1. SIGKDD Explorations","DOI":"10.1145\/1656274.1656278"},{"key":"1408_CR7","unstructured":"Shankar A (2002) Annie\u2014artificial neural network library. Last Update: 18th Jun 2002. Available at: http:\/\/annie.sourceforge.net\/"},{"key":"1408_CR8","unstructured":"Leighton R (2010) Elegant software. Aspirin\/migraines. Last accessed: 13rh Out 2010. Available at: http:\/\/www.elegant-software.com\/software\/aspirin\/"},{"key":"1408_CR9","unstructured":"Tveter D (2010) The pattern recognition basis of AI neural networking software. Last accessed: 14th Out 2010. Available at: http:\/\/www.dontveter.com\/nnsoft\/nnsoft.html"},{"key":"1408_CR10","unstructured":"Neural Planner Software. EasyNN Plus. Last accessed: 12th Out 2010. Available at: http:\/\/www.easynn.com\/"},{"key":"1408_CR11","unstructured":"Laboratory of Computer and Information Science. The FastICA package for MATLAB. Last accessed: 12th Out 2010. Available at: http:\/\/www.cis.hut.fi\/projects\/ica\/fastica\/"},{"key":"1408_CR12","unstructured":"GenAlgo Team. FuNeGen 1.0. Last accessed: 13th Out 2010. Available at: http:\/\/www.genalgo.com\/index.php?option=com_content&task=view&id=211&Itemid=31"},{"key":"1408_CR13","unstructured":"Garrett A. MatLab central: fuzzy ART and fuzzy ARTMAP neural networks. Last accessed: 16th Out 2010. Available at: http:\/\/www.mathworks.com\/matlabcentral\/fileexchange\/4306"},{"key":"1408_CR14","doi-asserted-by":"crossref","unstructured":"GENESIS. Last accessed: 15th Out 2010. Available at: http:\/\/www.genesis-sim.org\/GENESIS\/","DOI":"10.4000\/genesis.822"},{"key":"1408_CR15","unstructured":"Aires de Sousa J. JATOON\u2014Java tools for neural networks. Last accessed: 13rd Out 2010. Available at: http:\/\/www.dq.fct.unl.pt\/staff\/jas\/jatoon\/"},{"key":"1408_CR16","unstructured":"Zell A. JavaNNS\u2014Java neural network simulator. Last accessed: 11rd Out 2010. Available at: http:\/\/www.ra.cs.unituebingen.de\/software\/JavaNNS\/welcome_e.html"},{"key":"1408_CR17","unstructured":"Java Tips, Joone. Last accessed: 15th Out 2010. Available at: http:\/\/www.java-tips.org\/javalibraries\/neuralnetworks\/joone.html"},{"key":"1408_CR18","unstructured":"Rohde D, Lens the light, efficient network simulator. Last accessed: 14th Out 2010. Available at: http:\/\/tedlab.mit.edu\/~dr\/Lens\/"},{"key":"1408_CR19","unstructured":"Neural Decision Lab LLC, Software. LM_MLP, Nuclass and Numap. Last accessed: 13rd Out 2010. Available at: http:\/\/www.neuraldl.com\/Software.php"},{"key":"1408_CR20","unstructured":"Lopes N. Multiple back-propagation. Last accessed: 16th Out 2010. Available at: http:\/\/mbp.sourceforge.net\/"},{"key":"1408_CR21","unstructured":"Patrick Cloutier, Cristian Tibirna, Bernard Grandjean; Jules Thibault. NNFit (neural network fitting). Last accessed: 11rd Out 2010. Available at: http:\/\/www.gch.ulaval.ca\/nnfit\/english\/index.html"},{"key":"1408_CR22","unstructured":"Ravn O, N\u00f8rgaard M. The NNSYSID toolbox for use with MatLab. Last accessed: 12nd Out 2010. Available at: http:\/\/www.iau.dtu.dk\/research\/control\/nnsysid.html"},{"key":"1408_CR23","unstructured":"Wilamowski BM. Neural network training software for networks with arbitrarily connected neurons. Last accessed: 15th Out 2010. Available at: http:\/\/www.eng.auburn.edu\/~wilambm\/nnt\/"},{"key":"1408_CR24","unstructured":"MathWorks. Neural network toolbox\u2014design and simulate neural networks. Last accessed: 11th Out 2010. Available at: http:\/\/www.mathworks.com\/products\/neuralnet\/"},{"key":"1408_CR25","unstructured":"Alyuda Research. ALYUDA. NeuroSolutions. Last accessed: 12nd Out 2010. Available at: http:\/\/www.alyuda.com\/neural-networks-software.htm"},{"key":"1408_CR26","unstructured":"Softpedia. Neuroph is lightweight Java neural network framework. Last accessed: 15th Out 2010. Available at: http:\/\/neuroph.sourceforge.net\/index.html"},{"key":"1408_CR27","unstructured":"NeuroDimension. NeuroSolutions\u2013premier neural network development environment. Last accessed: 15th Out 2010. Available at: http:\/\/www.neurosolutions.com\/"},{"key":"1408_CR28","unstructured":"Goodman P. Easy to use feed-forward backpropagation program. Nevada backpropagation (NevProp). Last accessed: 10th Out 2010. Available at: http:\/\/hpux.connect.org.uk\/hppd\/hpux\/NeuralNets\/NevProp-1.6\/"},{"key":"1408_CR29","unstructured":"KTH. The NICO toolkit. Last update. Last accessed: 14th Out 2010. Available at: http:\/\/nico.nikkostrom.com\/"},{"key":"1408_CR30","unstructured":"The PDP++ Software Home Page. Last accessed: 10th Out 2010. Available at: http:\/\/archive.cnbc.cmu.edu\/Resources\/PDP%2B%2B\/PDP%2B%2B.html"},{"key":"1408_CR31","unstructured":"Runtime Software. Pythia\u2014The neural network designer. Last accessed: 16th Out 2010. Available at: http:\/\/www.vyomlinks.com\/download\/pythia-the-neural-network-designerv1.00-2523.html"},{"key":"1408_CR32","unstructured":"Zell A. Stuttgart neural network simulator. Last accessed: 11rd Out 2010. Available at: http:\/\/www.nada.kth.se\/~orre\/snns-manual\/"},{"key":"1408_CR33","unstructured":"Laboratory of Computer and Information Science. SOM Toolbox 2.0. Last accessed: 12th Out 2010. Available at: http:\/\/www.cis.hut.fi\/projects\/somtoolbox\/"},{"key":"1408_CR34","unstructured":"Hynninen J. SOM_PAK and LVQ_PAK. Last accessed: 14th Out 2010. Available at: http:\/\/www.cis.hut.fi\/research\/som-research\/nnrc-programs.shtml"},{"key":"1408_CR35","unstructured":"Statsoft. Statistica. Last accessed: 17th Out 2010. Available at: http:\/\/www.statsoft.com\/"},{"key":"1408_CR36","unstructured":"Collobert R. Torch. Last accessed: 14th Out 2010. Available at: http:\/\/www.torch.ch\/"},{"key":"1408_CR37","unstructured":"TrajanSoftware. TRAJAN 6.0 PROFESSIONAL. Last accessed: 9th Out 2010. Available at: http:\/\/www.trajan-software.demon.co.uk\/"},{"key":"1408_CR38","unstructured":"Zhang QJ, Carleton University. NeuroModeler. Last accessed: 6th Jan 2012. Available at: http:\/\/neuroweb.doe.carleton.ca"},{"key":"1408_CR39","unstructured":"Heaton Research and Encog. Encog Java and DotNet neural network framework. Encog. Last accessed: 6th Jan 2012. Available at: http:\/\/www.heatonresearch.com\/encog"},{"key":"1408_CR40","unstructured":"Vibert J-F, Alvarez F. XNBC: a software package to simulate biological neural networks for research and education. XNBC. Last accessed: 17th Out 2010. Available at: http:\/\/www.b3e.jussieu.fr\/xnbc\/"},{"key":"1408_CR41","unstructured":"Gewaltig M-O. Nest initiative. Nest. Last accessed: 17th Out 2010. Available at: http:\/\/www.nest-initiative.org"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1408-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-013-1408-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-013-1408-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,25]],"date-time":"2022-02-25T00:25:23Z","timestamp":1645748723000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-013-1408-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,6,14]]},"references-count":41,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2013,9]]}},"alternative-id":["1408"],"URL":"https:\/\/doi.org\/10.1007\/s00521-013-1408-9","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,6,14]]}}}