Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899574002> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2899574002 abstract "Electroencephalography (EEG) has been recognized as one the finest cost-effective techniques to measure the electrical activity of the human brain. Since the electrical activity measured at the scalp is an abstract representation of the regional brain activity of the human brain, the EEG readings (EEG data) are often useful in many aspects. The value of an EEG data is proportionate to an electrical potential measured at a specific position on the scalp using an electrode. One of the major uses of EEG data from the medical domain is detecting the brain disorders such as Epileptic Seizure. Brain Computer Interfacing (BCI) is another use of EEG data. The paper discusses the analytical procedures of EEG data acquired using consumer-grade low-cost EEG devices in order to achieve the objective of implementation of a cost-effective BCI system. Furthermore, the paper presents a critical evaluation of some selected consumer-grade EEG devices from the point of view of cost-effectiveness against the expected accuracy. We have obtained a maximum of 76.6% for user intention detection with a low-cost EEG device Emotiv's “Insight”. This is a remarkable achievement in a context that, the maximum accuracy reported for the EEG devices in the class was only 60.57%. We emphasize the key impact behind this achievement is the employment of the technique Multi-Agent Systems (MAS), which is an Artificial Intelligence (AI) approach, for EEG data analysis and intention classification." @default.
- W2899574002 created "2018-11-16" @default.
- W2899574002 creator A5023950394 @default.
- W2899574002 creator A5044647831 @default.
- W2899574002 creator A5056762048 @default.
- W2899574002 date "2018-07-01" @default.
- W2899574002 modified "2023-10-16" @default.
- W2899574002 title "A Critical Evaluation on Low-Cost Consumer-Grade Electroencephalographic Devices" @default.
- W2899574002 cites W1180593723 @default.
- W2899574002 cites W1591198932 @default.
- W2899574002 cites W182695033 @default.
- W2899574002 cites W1904065432 @default.
- W2899574002 cites W2025751302 @default.
- W2899574002 cites W2032085365 @default.
- W2899574002 cites W2075663637 @default.
- W2899574002 cites W2092449645 @default.
- W2899574002 cites W2127389037 @default.
- W2899574002 cites W2164366998 @default.
- W2899574002 cites W2304788182 @default.
- W2899574002 cites W2480645629 @default.
- W2899574002 cites W2538131772 @default.
- W2899574002 cites W2591188338 @default.
- W2899574002 cites W2617938108 @default.
- W2899574002 cites W2963626267 @default.
- W2899574002 cites W4211026550 @default.
- W2899574002 doi "https://doi.org/10.1109/icbaps.2018.8527413" @default.
- W2899574002 hasPublicationYear "2018" @default.
- W2899574002 type Work @default.
- W2899574002 sameAs 2899574002 @default.
- W2899574002 citedByCount "4" @default.
- W2899574002 countsByYear W28995740022019 @default.
- W2899574002 countsByYear W28995740022021 @default.
- W2899574002 countsByYear W28995740022022 @default.
- W2899574002 countsByYear W28995740022023 @default.
- W2899574002 crossrefType "proceedings-article" @default.
- W2899574002 hasAuthorship W2899574002A5023950394 @default.
- W2899574002 hasAuthorship W2899574002A5044647831 @default.
- W2899574002 hasAuthorship W2899574002A5056762048 @default.
- W2899574002 hasConcept C120843803 @default.
- W2899574002 hasConcept C151730666 @default.
- W2899574002 hasConcept C153180895 @default.
- W2899574002 hasConcept C154945302 @default.
- W2899574002 hasConcept C15744967 @default.
- W2899574002 hasConcept C169760540 @default.
- W2899574002 hasConcept C173201364 @default.
- W2899574002 hasConcept C2776303644 @default.
- W2899574002 hasConcept C2779343474 @default.
- W2899574002 hasConcept C41008148 @default.
- W2899574002 hasConcept C522805319 @default.
- W2899574002 hasConcept C86803240 @default.
- W2899574002 hasConcept C9390403 @default.
- W2899574002 hasConceptScore W2899574002C120843803 @default.
- W2899574002 hasConceptScore W2899574002C151730666 @default.
- W2899574002 hasConceptScore W2899574002C153180895 @default.
- W2899574002 hasConceptScore W2899574002C154945302 @default.
- W2899574002 hasConceptScore W2899574002C15744967 @default.
- W2899574002 hasConceptScore W2899574002C169760540 @default.
- W2899574002 hasConceptScore W2899574002C173201364 @default.
- W2899574002 hasConceptScore W2899574002C2776303644 @default.
- W2899574002 hasConceptScore W2899574002C2779343474 @default.
- W2899574002 hasConceptScore W2899574002C41008148 @default.
- W2899574002 hasConceptScore W2899574002C522805319 @default.
- W2899574002 hasConceptScore W2899574002C86803240 @default.
- W2899574002 hasConceptScore W2899574002C9390403 @default.
- W2899574002 hasLocation W28995740021 @default.
- W2899574002 hasOpenAccess W2899574002 @default.
- W2899574002 hasPrimaryLocation W28995740021 @default.
- W2899574002 hasRelatedWork W1667887797 @default.
- W2899574002 hasRelatedWork W2018040425 @default.
- W2899574002 hasRelatedWork W2613343095 @default.
- W2899574002 hasRelatedWork W2891650405 @default.
- W2899574002 hasRelatedWork W2914842020 @default.
- W2899574002 hasRelatedWork W2962791268 @default.
- W2899574002 hasRelatedWork W3048387044 @default.
- W2899574002 hasRelatedWork W3180487986 @default.
- W2899574002 hasRelatedWork W3207486274 @default.
- W2899574002 hasRelatedWork W3107983517 @default.
- W2899574002 isParatext "false" @default.
- W2899574002 isRetracted "false" @default.
- W2899574002 magId "2899574002" @default.
- W2899574002 workType "article" @default.