βββββββββββββββββββββββββββββββΩΨ§ΫΩ ΩΎΫΨ΄ ΩΎΨ±Ψ―Ψ§Ψ²Ψ΄ Ψ΄Ψ¨Ϊ©Ω ΨΉΨ΅Ψ¨Ϋ Ψ―Ω ΩΫΩ Ϊ©Ψ±Ω Ψ§Ϋ β RAW INPUT X β MODULATION& SIGNAL ββββββββββββββββ¬ββββββββββββββββ βΨͺΩΩΫΨͺ NOISE REDUCTION βββββββββββββββΌββββββββββββββ β MULTI-HEAD SELF-ATTENTION β β Ω Ϊ©Ψ§ΩΫΨ²Ω ΨͺΩΨ¬Ω ΩΎΫΨ΄Ψ±ΩΨͺΩ ΩΫΩΨͺΨ±Ϊ―Ψ°Ψ§Ψ±Ϋ ΨΨ―Ψ³ΨͺΩ Ψ¨ΩΨ―Ϋ βββββββββββββββ¬ββββββββββββββ β βββββββββββββββΌββββββββββββββ β SIGNAL MODULATION & β β ΨͺΩΩΫΨͺ Ψ³ΫΪ―ΩΨ§Ω + ΨΨ°Ω ΩΩΫΨ² β NOISE REDUCTION β βββββββββββββββ¬ββββββββββββββ β PROJECTION NEURONS β β ΨͺΨ¨Ψ―ΫΩ Ψ¨Ω Ψ―Ω Ψ¨Ψ±Ψ―Ψ§Ψ± Ω Ψ¬Ψ²Ψ§ FORWARD() βββββββββββββββΌββββββββββββββ β β PLASTICITY TRAINING ββββββββ¬ββββββββββ¬βββββββββββ β β ββββββββββΌββ βββββΌβββββββββ β X_R β β X_L β ββββ¬ββββββββ βββββββββ¬βββββ β β βββββββββββββΌββββ βββββββββΌβββββββββ β RIGHT HEMISPHEREβ β LEFT HEMISPHEREβ β NONLINEAR PROC. β β LINEAR PROC. β ββββ¬βββββββββββββββ ββββββββββββ¬ββββββ β β βββββββββΌββββββββββ ββββββββββΌββββββββ β R β L LINK β β L β R LINK β βββββββββ¬ββββββββββ ββββββββββ¬ββββββββ β β ββββΌβββββββββββββββββββββββββββββββββΌβββ β FUSION LAYER β ββββββββββββββββββββ¬ββββββββββββββββββββ β βββββββΌββββββ β OUTPUT β βββββββββββββ X_R ββ[ W2 Β· X_R + b2 β f_non_linear ]ββββ β Cross-Connection βΌ [Fusion Layer] β Output β² Cross-Connection β X_L ββ[ W3 Β· X_L + b3 ]βββββββββββββββββββ Raw Input β [ Attention + Modulation + Noise Reduction ] β [ Projection Layer ] β X_R (Right), X_L (Left) β β β β βΌ βΌ Right Hemisphere Left Hemisphere (Nonlinear) (Linear) β β Cross Connections ββββββββΊ Fusion Layer βββββββββ β Output
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