Ds005048: EEG Recordings for 40Hz Auditory Entrainment

35 EEG recordings from a study on 40Hz auditory entrainment. The dataset is hosted on OpenNeuro/NEMAR and is accessible via the EEGDash library for PyTorch and braindecode workflows. It was published by Lahijanian2024 and is available under a CC0 license.

Use Cases

• Analyzing neural entrainment effects based on 40Hz auditory stimulation
• Training models for EEG signal classification based on auditory stimuli
• Benchmarking time-series models for brain activity data
• Studying individual differences in neural response based on data from 35 subjects

Strengths

• Contains data from 35 human subjects
• Recordings are specifically for 40Hz auditory entrainment research
• Accessible via a dedicated Python library (EEGDash) for integration with PyTorch

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment

Provenance

Source

OpenNeuro / NEMAR

Collection Method

Experimental EEG recordings

Freshness

Last updated 2026-04-20 16:26:46; freshness should be verified