Probabilistic Learning with Affective Feedback: Exp #2
RL task in N=25 college age participants. Data collected circa 2019…
- Participants
- 25
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RL task in N=25 college age participants. Data collected circa 2019…
…Classification accuracy and information transfer rate (ITR) were used for performance evaluation…
…This corresponds to an Information Transfer Rate of 48 bits per minute…
…1D convolution → LSTM layers **Learning effects**: Participants improve from practice to evaluation…
…This experiment was **incidental** learning because the subjects did not know they…
Two different tasks. From: "Electrophysiological biomarkers of behavioral dimensions from cross-species…
…error-related potentials, ErrP, brain-computer interface, reinforcement learning, monitoring, error detection…
…Synchronized multi-modal data frames ready for Machine Learning pipelines. ## Publication & Citation…
…Machine Learning Group, Berlin Institute of Technology, Bernstein Focus Neurotechnology, Berlin, Neurophysics…
…design cross-user BCI machine learning algorithms or (4) incorporating users' profile…