…After collecting sufficient training data, classifier models predict recall in closed-loop…
This dataset contains EEG recordings from phoneme discrimination tasks combined with transcranial magnetic stimulation (TMS) of the motor cortex. It merges two studies: a 2019 study of consonant-vowel and vowel-consonant pairs in 8 participants, and a 2021 study in 16 participants that added single phonemes, real words and pseudowords. It is intended to support research on speech decoding and the role of articulation and coarticulation in speech perception.
…Numerous datasets are publicly available for any researcher to design models for…
…Generalizable EEG encoding models with naturalistic audiovisual stimuli. Journal of Neuroscience, 41…
Raw and preprocessed magnetoencephalography (MEG) recordings from participants viewing objects that moved along trajectories and were either occluded or disappeared. The dataset supports investigation of how the brain represents objects during dynamic occlusion. It includes behavioural and eye-tracking data as source data, and preprocessed epochs in CoSMoMVPA format.
…However, previous evidence supports two seemingly contradictory models of how a predictive…
Raw 128-channel EEG data from 20 observers viewing object images in a rapid presentation paradigm, together with representational dissimilarity matrices. The dataset supports time-resolved neural decoding analyses that separate objects' contextual associations from their perceptual and conceptual attributes. One participant was excluded because of a technical recording error, leaving 19 usable participants.
…It bridges a gap between low-level acoustic encoding datasets and higher…
MEG dataset in which participants viewed numbers, letters, and false fonts, presented either as single items or as strings. The experiment has two runs, single-item and string presentation, with trigger codes marking each stimulus category. The dataset can be used to study visual processing of numeric versus alphabetic symbols.
…the P300 speller using language models and various flashing paradigms. For more…