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SotA/Medical/Brain Computer Interface

Brain Computer Interface

114 benchmarks0 papers

A Brain-Computer Interface (BCI), also known as a Brain-Machine Interface (BMI), is a technology that enables direct communication between the brain and an external device, such as a computer or a machine, without the need for any muscular or peripheral nerve activity. Essentially, BCIs establish a direct pathway between the brain and an external device, allowing for bidirectional communication.

BCIs typically work by detecting and interpreting brain signals, which are then translated into commands that control external devices or provide feedback to the user. These brain signals can be detected through various methods, including electroencephalography (EEG), which measures electrical activity in the brain through electrodes placed on the scalp, or invasive techniques such as implanted electrodes.

Benchmarks

Brain Computer Interface on BNCI2014-001 MOABB

training time (s)CO2 Emission (g)AUC-ROCAccuracy

Brain Computer Interface on PhysionetMotorImagery MOABB

training time (s)CO2 Emission (g)AUC-ROCAccuracy

Brain Computer Interface on Schirrmeister2017 MOABB

training time (s)CO2 Emission (g)AUC-ROCAccuracy

Brain Computer Interface on Weibo2014 MOABB

training time (s)CO2 Emission (g)AUC-ROCAccuracy

Brain Computer Interface on Zhou2016 MOABB

training time (s)CO2 Emission (g)AUC-ROCAccuracy

Brain Computer Interface on AlexandreMotorImagery MOABB

training time (s)CO2 Emission (g)AccuracyAUC-ROC

Brain Computer Interface on BNCI2014-004 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Cho2017 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on GrosseWentrup2009 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Lee2019-MI MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Shin2017A MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2014-002 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2015-001 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2015-004 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2014-008 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2014-009 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BNCI2015-003 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2012 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2013a MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2014a MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2014b MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2015a MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on BrainInvaders2015b MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Cattan2019-VR MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on EPFLP300 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Huebner2017 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Huebner2018 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Kalunga2016 MOABB

Accuracytraining time (s)CO2 Emission (g)

Brain Computer Interface on Lee2019-ERP MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Lee2019-SSVEP MOABB

Accuracytraining time (s)CO2 Emission (g)

Brain Computer Interface on MAMEM1 MOABB

Accuracytraining time (s)CO2 Emission (g)

Brain Computer Interface on MAMEM2 MOABB

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Brain Computer Interface on MAMEM3 MOABB

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Brain Computer Interface on Nakanishi2015 MOABB

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Brain Computer Interface on Sosulski2019 MOABB

AUC-ROCtraining time (s)CO2 Emission (g)

Brain Computer Interface on Wang2016 MOABB

Accuracytraining time (s)CO2 Emission (g)