{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,2,3]],"date-time":"2023-02-03T13:16:27Z","timestamp":1675430187318},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,5,27]]},"abstract":"<jats:p>One of the important questions in the research on neural coding is how the preceding axonal activity affects the signal propagation speed of the following one. We present an approach to solving this problem by introducing a multi-level spike count for activity quantification and fitting a family of linear regression models to the data. The best-achieved score is R2=0.89 and the comparison of different models indicates the importance of long and very short nerve fiber memory. Further studies are required to understand the complex axonal mechanisms responsible for the discovered phenomena.<\/jats:p>","DOI":"10.3233\/shti210127","type":"book-chapter","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T12:37:24Z","timestamp":1622119044000},"source":"Crossref","is-referenced-by-count":1,"title":["Modeling of Activity-Induced Changes in Signal Propagation Speed of Mechano-Electrically Stimulated Nerve Fiber"],"prefix":"10.3233","author":[{"given":"Alina","family":"Troglio","sequence":"first","affiliation":[{"name":"Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany"}]},{"given":"Roberto","family":"de Col","sequence":"additional","affiliation":[{"name":"Junior Research Group Neuroscience, Interdisciplinary Center for Clinical Research Within the Faculty of Medicine, RWTH Aachen University, Aachen, Germany"},{"name":"Institute of Physiology and Pathophysiology, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"}]},{"given":"Barbara","family":"Namer","sequence":"additional","affiliation":[{"name":"Junior Research Group Neuroscience, Interdisciplinary Center for Clinical Research Within the Faculty of Medicine, RWTH Aachen University, Aachen, Germany"},{"name":"Institute of Physiology and Pathophysiology, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"}]},{"given":"Ekaterina","family":"Kutafina","sequence":"additional","affiliation":[{"name":"Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany"},{"name":"Faculty of Applied Mathematics, AGH University of Science and Technology, Krakow, Poland"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Public Health and Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI210127","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:10:44Z","timestamp":1635167444000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI210127"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,27]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti210127","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,27]]}}}