func (agc *AGC) updateWeightsLocked(context []float64, taskType string) · Implements: Output

Read the equation

This relation defines Output in the source section “func (agc *AGC) updateWeightsLocked(context []float64, taskType string) · Implements: Output”. Integrates contributions over the variable and bounds stated in the expression; the measure and domain must come from this source. 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 Output as the quantity being defined or updated by this relation.

2. Integrates contributions over the variable and bounds stated in the expression; the measure and domain must come from this source.

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

	SelectedFamily  dna.FamilyID
	ActiveGenerators []generators.GeneratorID
	Confidence      float64
	Metadata        map[string]interface{}
}

// Forward performs forward pass through AGC
// Implements: Output = ∫ Σᵢ₌₁¹⁰⁰ wᵢ(t, context) · Gᵢ(input, state) dt
func (agc *AGC) Forward(input []float64, taskType string) (*Output, error) {
	agc.mu.Lock()
	defer agc.mu.Unlock()

	if !agc.initialized {
		return nil, fmt.Errorf("AGC not initialized")
	}

	// Update weights based on task (using internal method since we already hold lock)
	agc.updateWeightsLocked(input, taskType)

Implements: Output = ∫ Σᵢ₌₁¹⁰⁰ wᵢ(t, context) · Gᵢ(input, state) dt

Related builds