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International Work-Conference on the Interplay between Natural and Artificial Computation最新文献

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Electrical Stimulation Induced Current Distribution in Peripheral Nerves Varies Significantly with the Extent of Nerve Damage: A Computational Study Utilizing Convolutional Neural Network and Realistic Nerve Models. 外周神经中电刺激诱导的电流分布随神经损伤程度的不同而显著变化：一项利用卷积神经网络和真实神经模型的计算研究。
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-05-01 Epub Date: 2022-05-24 DOI: 10.1007/978-3-031-06242-1_52
Jinze Du, Andres Morales, Pragya Kosta, Jean-Marie C Bouteiller, Gema Martinez, David Warren, Eduardo Fernandez, Gianluca Lazzi
{"title":"Electrical Stimulation Induced Current Distribution in Peripheral Nerves Varies Significantly with the Extent of Nerve Damage: A Computational Study Utilizing Convolutional Neural Network and Realistic Nerve Models.","authors":"Jinze Du,&nbsp;Andres Morales,&nbsp;Pragya Kosta,&nbsp;Jean-Marie C Bouteiller,&nbsp;Gema Martinez,&nbsp;David Warren,&nbsp;Eduardo Fernandez,&nbsp;Gianluca Lazzi","doi":"10.1007/978-3-031-06242-1_52","DOIUrl":"10.1007/978-3-031-06242-1_52","url":null,"abstract":"<p><p>Although electrical stimulation is an established treatment option for multiple central nervous and peripheral nervous system diseases, its effects on the tissue and subsequent safety of the stimulation are not well understood. Therefore, it is crucial to design stimulation protocols that maximize therapeutic efficacy while avoiding any potential tissue damage. Further, the stimulation levels need to be adjusted regularly to ensure that they are safe even with the changes to the nerve due to long-term stimulation. Using the latest advances in computing capabilities and machine learning approaches, we developed computational models of peripheral nerve stimulation based on very high-resolution cross-sectional images of the nerves. We generated nerve models constructed from non-stimulated (healthy) and over-stimulated (damaged) rat sciatic nerves to examine how the current density distribution is affected by nerve damage. Using our in-house numerical solver, the Admittance Method (AM), we computed the induced current distribution inside the nerves and compared the current penetration for healthy and damaged nerves. Our computational results indicate that when the nerve is damaged, primarily evidenced by the decreased nerve fiber packing, the current penetrates deeper inside the nerve than in the healthy case. As safety limits for electrical stimulation of biological tissue are still debated, we ultimately aim to utilize our computational models to determine refined safety criteria and help design safer and more efficacious electrical stimulation protocols.</p>","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10578432/pdf/nihms-1934877.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41241729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
KANT: A tool for Grounding and Knowledge Management 康德:基础与知识管理的工具
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-04-18 DOI: 10.1007/978-3-031-06527-9_45
Miguel Ángel González Santamarta, F. J. Lera, Francisco Martín, Camino Fernández, Vicente Matellán Olivera
{"title":"KANT: A tool for Grounding and Knowledge Management","authors":"Miguel Ángel González Santamarta, F. J. Lera, Francisco Martín, Camino Fernández, Vicente Matellán Olivera","doi":"10.1007/978-3-031-06527-9_45","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_45","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90133317","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}
引用次数: 2
A Novel Continual Learning Approach for Competitive Neural Networks 一种新的竞争神经网络持续学习方法
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06527-9_22
E. Palomo, J. M. Ortiz-de-Lazcano-Lobato, J. D. Fernández-Rodríguez, Ezequiel López-Rubio, Rosa Maza-Quiroga
{"title":"A Novel Continual Learning Approach for Competitive Neural Networks","authors":"E. Palomo, J. M. Ortiz-de-Lazcano-Lobato, J. D. Fernández-Rodríguez, Ezequiel López-Rubio, Rosa Maza-Quiroga","doi":"10.1007/978-3-031-06527-9_22","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_22","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75550250","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}
引用次数: 2
Evaluating Imputation Methods for Missing Data in a MCI Dataset 评估MCI数据集缺失数据的插值方法
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06242-1_44
Alba Gómez-Valadés Batanero, M. Rincón, R. Martínez-Tomás, Juan Guerrero Martín
{"title":"Evaluating Imputation Methods for Missing Data in a MCI Dataset","authors":"Alba Gómez-Valadés Batanero, M. Rincón, R. Martínez-Tomás, Juan Guerrero Martín","doi":"10.1007/978-3-031-06242-1_44","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_44","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80142381","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}
引用次数: 1
Using Temporal Information in Deep Learning Architectures to Improve Lane Detection Under Adverse Situations 利用深度学习架构中的时间信息改进不利情况下的车道检测
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06527-9_36
Diego Turrado, Ján Koloda, M. Rincón
{"title":"Using Temporal Information in Deep Learning Architectures to Improve Lane Detection Under Adverse Situations","authors":"Diego Turrado, Ján Koloda, M. Rincón","doi":"10.1007/978-3-031-06527-9_36","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_36","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85461550","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}
引用次数: 1
What Can Technology Do for Autistic Spectrum Disorder People? 科技能为自闭症谱系障碍患者做些什么?
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06242-1_30
M. Jodra, M. V. R. Biarge
{"title":"What Can Technology Do for Autistic Spectrum Disorder People?","authors":"M. Jodra, M. V. R. Biarge","doi":"10.1007/978-3-031-06242-1_30","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_30","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85622006","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}
引用次数: 1
Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models 基于智能人类移动的情感分析:ML模型的比较研究
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06527-9_6
Luís Rosa, Hugo Faria, R. Tabrizi, Simão Gonçalves, Fábio Silva, Cesar Analide
{"title":"Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models","authors":"Luís Rosa, Hugo Faria, R. Tabrizi, Simão Gonçalves, Fábio Silva, Cesar Analide","doi":"10.1007/978-3-031-06527-9_6","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_6","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78271572","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}
引用次数: 2
Real-Life Validation of Emotion Detection System with Wearables 可穿戴设备情感检测系统的现实验证
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06527-9_5
Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemyslaw Kazienko, Stanisław Saganowski
{"title":"Real-Life Validation of Emotion Detection System with Wearables","authors":"Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemyslaw Kazienko, Stanisław Saganowski","doi":"10.1007/978-3-031-06527-9_5","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_5","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72815584","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}
引用次数: 4
Defining High Risk Landslide Areas Using Machine Learning 使用机器学习定义高风险滑坡区域
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06527-9_18
Byron Guerrero Rodríguez, J. G. Rodríguez, Jaime Salvador, Christian Mejía Escobar, Michelle B. Chen, Oswaldo Gallardo
{"title":"Defining High Risk Landslide Areas Using Machine Learning","authors":"Byron Guerrero Rodríguez, J. G. Rodríguez, Jaime Salvador, Christian Mejía Escobar, Michelle B. Chen, Oswaldo Gallardo","doi":"10.1007/978-3-031-06527-9_18","DOIUrl":"https://doi.org/10.1007/978-3-031-06527-9_18","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72913983","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}
引用次数: 0
Capacity Estimation from Environmental Audio Signals Using Deep Learning 基于深度学习的环境音频信号容量估计
International Work-Conference on the Interplay between Natural and Artificial Computation Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-06242-1_12
C. Reyes-Daneri, Francisco J. Martínez-Murcia, A. Ortiz
{"title":"Capacity Estimation from Environmental Audio Signals Using Deep Learning","authors":"C. Reyes-Daneri, Francisco J. Martínez-Murcia, A. Ortiz","doi":"10.1007/978-3-031-06242-1_12","DOIUrl":"https://doi.org/10.1007/978-3-031-06242-1_12","url":null,"abstract":"","PeriodicalId":73496,"journal":{"name":"International Work-Conference on the Interplay between Natural and Artificial Computation","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79820535","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}
引用次数: 1
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