{"title":"Homotopy Continuation Training Method for Semi-Empirical Continuous-Time State-Space Neural Network Models","authors":"M. Egorchev, Y. Tiumentsev","doi":"10.1007/978-3-030-01328-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_11","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115365457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Long- and Short-Term Memories as Distinct States of the Brain Neuronal Network","authors":"E. Z. Meilikhov, R. Farzetdinova","doi":"10.1007/978-3-030-01328-8_32","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_32","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125557320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
E. A. Degilevich, A. Kobicheva, V. Kozhin, Anastasia D. Subbota, Ilya Y. Surikov, D. Tarkhov, V. A. Tereshin
{"title":"Comparative Testing of the Neural Network and Semi-empirical Method on the Stabilization Problem of Inverted Pendulum","authors":"E. A. Degilevich, A. Kobicheva, V. Kozhin, Anastasia D. Subbota, Ilya Y. Surikov, D. Tarkhov, V. A. Tereshin","doi":"10.1007/978-3-030-01328-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_10","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"2010 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131878333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
V. Orlov, V. Ushakov, S. Kartashov, D. Malakhov, A. Korosteleva, L. Skiteva, A. Samsonovich
{"title":"Functional Neural Networks in Behavioral Motivations","authors":"V. Orlov, V. Ushakov, S. Kartashov, D. Malakhov, A. Korosteleva, L. Skiteva, A. Samsonovich","doi":"10.1007/978-3-030-01328-8_33","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_33","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132319258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Abnormal Operation Detection in Heat Power Plant Using Ensemble of Binary Classifiers","authors":"A. Trofimov, Ksenia Kuznetsova, A. A. Korshikova","doi":"10.1007/978-3-030-01328-8_27","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_27","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134204504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Categorical Data: An Approach to Visualization for Cluster Analysis","authors":"O. Mishulina, Maria A. Eidlina","doi":"10.1007/978-3-030-01328-8_23","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_23","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123902530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
T. I. Voznenko, A. Samsonovich, Alexander A. Gridnev, Aliona Petrova
{"title":"The Principle of Implementing an Assistant Composer","authors":"T. I. Voznenko, A. Samsonovich, Alexander A. Gridnev, Aliona Petrova","doi":"10.1007/978-3-030-01328-8_36","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_36","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126734215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Detection of Initial Moment of Head Motion by Neural Network Modules","authors":"D. Shaposhnikov, L. Podladchikova","doi":"10.1007/978-3-030-01328-8_25","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_25","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123793621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Planar Ising-Spin Models in Probabilistic Machine Learning","authors":"I. Karandashev","doi":"10.1007/978-3-030-01328-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_2","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130103565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A General Purpose Algorithm for Coding/Decoding Continuous Signal to Spike Form","authors":"M. Kiselev","doi":"10.1007/978-3-030-01328-8_20","DOIUrl":"https://doi.org/10.1007/978-3-030-01328-8_20","url":null,"abstract":"","PeriodicalId":106188,"journal":{"name":"Advances in Neural Computation, Machine Learning, and Cognitive Research II","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123030075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}