ResearchBenchmarksMotor Decoding on HCP 2 TRs truncationMotor Decoding on HCP 2 TRs truncationFollow93.3AccuracyPIMSM84.35686.6788991.322May 8, 2026Evaluation resultsMethodMethodLinksAccuracyCKA (Full block↔2TR)dCor (Full block↔2TR)PIMSMΔ Type=spectrum-derivedΔ Type=spectrum-derived2026.0593.30.8120.846Mamba22026.0591.40.7330.77PIMSMΔ Type=learnableΔ Type=learnable2026.0591.30.7760.804PIMSMΔ Type=randomΔ Type=random2026.0588.90.7370.774Transformer2026.0588.40.7830.8051DCNN2026.0584.70.5590.622