{"title":"Implementable Spike Sorting techniques for VLSI wireless BCI/BMI implants: A survey","authors":"Zaghloul Saad Zaghloul, M. Bayoumi","doi":"10.1109/ICEAC.2015.7352206","DOIUrl":null,"url":null,"abstract":"Brain Computer/Machine Interface (BCI/BMI) has a great potential in solving many handicapped people's problems (e.g. restoring missing limb functionality) via neural controlled implants. However, the main problems with BCI implants are: the open wound problems, the implant size and the needed power. This limits the usability of BCI implants for patients. Therefore, a wireless VLSI approach can provide a feasible solution for medically safe and usable implants. Spike Sorting play a major role in power consumption and area within the BCI signal processing stages. Thus, this study provides a survey and an analysis of the Signal Processing and Spike Sorting methods being used or proposed for VLSL wireless BCI Implants, along with a suggested design and a set of recommendations as a step closer to real-life BCI implants.","PeriodicalId":334594,"journal":{"name":"5th International Conference on Energy Aware Computing Systems & Applications","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"5th International Conference on Energy Aware Computing Systems & Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEAC.2015.7352206","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
Brain Computer/Machine Interface (BCI/BMI) has a great potential in solving many handicapped people's problems (e.g. restoring missing limb functionality) via neural controlled implants. However, the main problems with BCI implants are: the open wound problems, the implant size and the needed power. This limits the usability of BCI implants for patients. Therefore, a wireless VLSI approach can provide a feasible solution for medically safe and usable implants. Spike Sorting play a major role in power consumption and area within the BCI signal processing stages. Thus, this study provides a survey and an analysis of the Signal Processing and Spike Sorting methods being used or proposed for VLSL wireless BCI Implants, along with a suggested design and a set of recommendations as a step closer to real-life BCI implants.
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