hdf5-neuro-ml: A standard for EEG time-series data in HDF5 optimized for machine learning (Profile 1.2)

Key Points

• The aim is to establish a standard for the storage and organization of EEG time-series data in HDF5 format.
• Developed an open publication package for the hdf5-neuro-ml EEG profile.
• Included a normative specification and JSON schema.
• Provided example files and a detailed implementation profile description.
• Defined a structured approach for storing EEG time-series data.
• Optimized the standard for enhanced efficiency in machine learning workflows.