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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Ze-Yan Tao

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#machine learning Open access Apr 2026

Leakage-audited benchmarking reveals limited evidence for cross-subject auditory-evoked EEG vowel perception decoding

Evidence for reliable cross-subject five-vowel decoding is limited within this dataset and protocol, and the benchmark provides a reproducible chain from source rows to retained epochs, predictions, participant-level metrics, multiplicity-adjusted inference, and bounded diagnostic analyses.

Xiao-Yan Li, Ze-Yan Tao · 0 citations

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