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ConsciousnessLearn · Explore · Joseph Anady

Anti-Hebbian: Δw = -η·x_i·x_j · @brief Anti-Hebbian: Δw

This relation defines @brief Anti-Hebbian: Δw in the source section “Anti-Hebbian: Δw = -η·x_i·x_j · @brief Anti-Hebbian: Δw”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated…

Implementation mathematicsSource recovered; runtime not executed
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gh-eq-f329cdbabe33e341source-comment-equation
@briefAnti−Hebbian:Δw=−η⋅xi⋅xj@brief Anti-Hebbian: Δw = -η·x_i·x_j

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This relation defines @brief Anti-Hebbian: Δw in the source section “Anti-Hebbian: Δw = -η·x_i·x_j · @brief Anti-Hebbian: Δw”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an unprovided physical or cognitive meaning to them.

Terms & definitions

The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.

How it works

  1. Read @brief Anti-Hebbian: Δw as the quantity being defined or updated by this relation.

  2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

  3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

  • This source expression was recovered from the pinned code revision. Its presence does not establish that the associated program was built, run, or scientifically validated.

Original context

Read the surrounding source passage
    } else {
        // Post before pre: depression
        return -STDP_A_MINUS * std::exp(dt / STDP_TAU);
    }
}

/**
 * @brief Anti-Hebbian: Δw = -η·x_i·x_j
 * Used for decorrelation and lateral inhibition
 */
inline double anti_hebbian(double x_pre, double x_post, double eta = ETA) {
    return -eta * x_pre * x_post;
}

// ═══════════════════════════════════════════════════════════════════════════════
// II. GRADIENT DESCENT OPTIMIZERS
// ═══════════════════════════════════════════════════════════════════════════════
Exact original notation
@brief Anti-Hebbian: Δw = -η·x_i·x_j

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