Ivan Diez-de-los-Rios, J. Ephraim, G. Palazzolo, T. Serrano-Gotarredona, G. Panuccio, B. Linares-Barranco
{"title":"A Memristor-Inspired Computation for Epileptiform Signals in Spheroids","authors":"Ivan Diez-de-los-Rios, J. Ephraim, G. Palazzolo, T. Serrano-Gotarredona, G. Panuccio, B. Linares-Barranco","doi":"10.1109/AICAS57966.2023.10168611","DOIUrl":null,"url":null,"abstract":"In this paper we present a memristor-inspired computational method for obtaining a type of running \"spectrogram\" or \"fingerprint\" of epileptiform activity generated by rodent hippocampal spheroids. It can be used to compute on the fly and with low computational cost an alert-level signal for epileptiform events onset. Here, we describe the computational method behind this \"fingerprint\" technique and illustrate it using epileptiform events recorded from hippocampal spheroids using a microelectrode array system.","PeriodicalId":296649,"journal":{"name":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AICAS57966.2023.10168611","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper we present a memristor-inspired computational method for obtaining a type of running "spectrogram" or "fingerprint" of epileptiform activity generated by rodent hippocampal spheroids. It can be used to compute on the fly and with low computational cost an alert-level signal for epileptiform events onset. Here, we describe the computational method behind this "fingerprint" technique and illustrate it using epileptiform events recorded from hippocampal spheroids using a microelectrode array system.