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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Lattice forward transform

Applies a weighted affine transform followed by tanh. Each output is bounded between −1 and 1 for finite real arguments.

MEGAMIND specificationdocumented formula
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megamind-lattice-forwardMEGAMIND specification
yi=tanh⁡(∑jWijxj+bi)y_i=\tanh\left(\sum_jW_{ij}x_j+b_i\right)

Read the equation

Applies a weighted affine transform followed by tanh. Each output is bounded between −1 and 1 for finite real arguments.

Its role in the build

Applies a weighted affine transform followed by tanh.

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 y[i] 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

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

Exact original notation
y[i] = tanh(Σ_j W[i][j] × x[j] + b[i])

Related builds

Sources & provenance

01
MEGAMIND_Complete_Technical_Specification.docx
§5.3 · Jan 24, 2026
y[i] = tanh(Σ_j W[i][j] × x[j] + b[i])

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