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SynapseSet: Generating 160K+ Synthetic EEG-to-Text Samples

  • SynapseSet project has released over 160,000 synthetic EEG samples designed for EEG-to-Text analysis.
  • The samples are aimed to facilitate advancements in automated reporting and clinical decision support by training AI models.
  • Unlike common methods using GANs or VAEs, SynapseSet was created using a rule-based simulation engine for resource efficiency and control.
  • While SynapseSet aims to democratize access to diverse EEG-like data, further refinement and validation are needed for its improvement.

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