Neural networks in textile engineering

• Time-Dependence of Stop Marks in Warp-Knitted Fabrics

  2022 Tekstilec article Engineering Industrial Vision Systems and Defect Detection Open access

  0

  citations

1 result

• Learning representations by back-propagating errors

  1986 Nature article Computer Science Neural Networks and Applications

  32,290

  citations
• The perceptron: A probabilistic model for information storage and organization in the brain.

  1958 Psychological Review article Computer Science Neural Networks and Applications

  12,390

  citations
• Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences

  1974 Medical Entomology and Zoology article Mathematics Statistical Methods and Applications

  2,772

  citations
• Emotional speech recognition: Resources, features, and methods

  2006 Speech Communication article Psychology Emotion and Mood Recognition

  928

  citations
• Organization of Behavior : A Neuropsychological Theory

  1951 American Journal of Psychiatry article Neuroscience Neural and Behavioral Psychology Studies

  481

  citations
• A heterarchy of values determined by the topology of nervous nets

  1945 Bulletin of Mathematical Biology article Decision Sciences Decision-Making and Behavioral Economics

  335

  citations
• 9 Simulation neuronaler Netze

  2025 Carl Hanser Verlag GmbH & Co. KG eBooks book-chapter Computer Science Neural Networks and Applications

  334

  citations
• Neural network based detection of local textile defects

  2003 Pattern Recognition article Engineering Industrial Vision Systems and Defect Detection

  230

  citations
• Application of machine learning to predict the multiaxial strain-sensing response of CNT-polymer composites

  2019 Carbon article Materials Science Carbon Nanotubes in Composites Open access

  129

  citations
• Neural network assisted multiscale analysis for the elastic properties prediction of 3D braided composites under uncertainty

  2017 Composite Structures article Engineering Composite Material Mechanics Open access

  125

  citations
• Convolutional neural networks in predicting cotton yield from images of commercial fields

  2020 Computers and Electronics in Agriculture article Agricultural and Biological Sciences Smart Agriculture and AI Open access

  80

  citations
• A Neural Network System for Prediction of Thermal Resistance of Textile Fabrics

  2007 Textile Research Journal article Materials Science Textile materials and evaluations

  70

  citations
• An integrated micromechanical model and BP neural network for predicting elastic modulus of 3-D multi-phase and multi-layer braided composite

  2014 Composite Structures article Engineering Composite Material Mechanics

  64

  citations
• Predicting the Warp Breakage Rate in Weaving by Neural Network Techniques

  2005 Textile Research Journal article Materials Science Textile materials and evaluations

  63

  citations
• Predictions of the electrical conductivity of composites of polymers and carbon nanotubes by an artificial neural network

  2019 Scripta Materialia article Materials Science Carbon Nanotubes in Composites Open access

  60

  citations
• Proceedings of the International Joint Conference on Neural Networks 2003

  2003 conference-paper

  59

  citations
• An Artificial Neural Network Model for the Prediction of Spirality of Fully Relaxed Single Jersey Fabrics

  2009 Textile Research Journal article Materials Science Textile materials and evaluations

  58

  citations
• Automatic recognition of woven fabric pattern based on image processing and BP neural network

  2010 Journal of the Textile Institute article Engineering Industrial Vision Systems and Defect Detection

  57

  citations
• Application of computer vision in the automatic identification and classification of woven fabric weave patterns

  2010 Textile Research Journal article Engineering Industrial Vision Systems and Defect Detection

  47

  citations
• Modelling of thermal conductivity of knitted fabrics made of cotton–bamboo yarns using artificial neural network

  2011 Journal of the Textile Institute article Materials Science Textile materials and evaluations

  45

  citations