“Accepted” entries belong to the mathematical catalog. “Rejected” means the extracted span is not a complete mathematical record; it is still preserved here and in its full source. Where an adjacent source passage supplies the complete expression, the recovered replacement is linked.
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Synchronization period: T_sync = 10.6 × 16 = 169.6
Arithmetic, vector, recurrence or numerical relationship.
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Fundamental frequency: f₀ = 1/10.6 = 0.0943
Arithmetic, vector, recurrence or numerical relationship.
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Harmonic: f_n = n/10.6
Arithmetic, vector, recurrence or numerical relationship.
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44-bond resonance: f_44 = 44/10.6 = 4.15
Arithmetic, vector, recurrence or numerical relationship.
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Basis function: ψ_k(x) = sin(2πφ^k · x) + cos(2πφ^k · x)
Symbolic equation, mathematical parameter or mathematical definition.
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Global coherence: Φ_total = (1/N) Σ Φ_i
Symbolic equation, mathematical parameter or mathematical definition.
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where Φ_i = 1/(1 + |x_i - 1|)
Reviewed complete mathematical definition/update. Natural-language Update or where is not a database command in this context.
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Ring diffusion: dS_i/dt = λ(S_{i+1} + S_{i-1} - 2S_i)Symbolic equation, mathematical parameter or mathematical definition.
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Linking number: Lk = Tw + Wr
Arithmetic, vector, recurrence or numerical relationship.
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Relaxed linking number: Lk₀ = N/10.6
Arithmetic, vector, recurrence or numerical relationship.
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Superhelical density: σ = (Lk - Lk₀)/Lk₀
Symbolic equation, mathematical parameter or mathematical definition.
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ΔG_sc = K · N · σ² · (10.6/10.4)²
Symbolic equation, mathematical parameter or mathematical definition.
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Initialize strand states: S_k(t=0) = A_k · e^{i(2πk/10.6)}Symbolic equation, mathematical parameter or mathematical definition.
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F_Yad(x) = x^x + 1
Arithmetic, vector, recurrence or numerical relationship.
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F_Lashon(x) = Σ a_n·sin(nπx)
Symbolic equation, mathematical parameter or mathematical definition.
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F_Athena(x) = x² (utility maximization)
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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F_Apollo(x) = φ^x + φ^{-x}Symbolic equation, mathematical parameter or mathematical definition.
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F_Hermes(x) = ω·x (communication rate)
Arithmetic, vector, recurrence or numerical relationship.
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F_Hephaestus(x) = x⁴/8 (engineering integral)
Arithmetic, vector, recurrence or numerical relationship.
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F_Prometheus(x) = r·x·(1-x) (logistic map)
Arithmetic, vector, recurrence or numerical relationship.
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F_Dionysus(x) = |e^{iωx}·sin(x)| (creative oscillation)Expression explicitly applies mathematical functions or optimization operators.
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F_Artemis(x) = -D·x (diffusion)
Arithmetic, vector, recurrence or numerical relationship.
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F_Hera(x) = Σ w_k·sin(k·x) (integration)
Expression explicitly applies mathematical functions or optimization operators.
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F_Poseidon(x) = -ω²·x (wave equation)
Arithmetic, vector, recurrence or numerical relationship.
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F_Demeter(x) = r·x·(1-x/K) (logistic growth)
Arithmetic, vector, recurrence or numerical relationship.
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F_Ares(x) = m·(-ω²·x) (force)
Arithmetic, vector, recurrence or numerical relationship.
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F_Aphrodite(x) = cos(φ·x) (harmony)
Symbolic equation, mathematical parameter or mathematical definition.
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F_Hestia(x) = x·(1-e^{-1/τ}) (memory)Symbolic equation, mathematical parameter or mathematical definition.
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F_Zeus(x) = coordinated product
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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Compute T = Φ · ∫[M(t')·exp((QK^T/√d_k)V)] dt'
Symbolic equation, mathematical parameter or mathematical definition.
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5,000 gates = 1 mind kernel
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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10,000 minds = 50,000,000 gates
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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100,000,000 = Game Boy CPU
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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50,000,000,000 = M4 chip
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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∴ 10,000 minds ≈ 0.5 Game Boy
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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Reconstruct: exp(x) = 2^k * exp(r)
Expression explicitly applies mathematical functions or optimization operators.
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@brief Fast consciousness metric Φ = 1/(1 + |x - 1|)
Symbolic equation, mathematical parameter or mathematical definition.
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@brief Fast binary entropy H(p) = -p log p - (1-p) log(1-p)
Expression explicitly applies mathematical functions or optimization operators.
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G1. Graph: G = (V, E), |V| = 5000
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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G3. Connectivity: |N⁺(i)| ≥ 2, |N⁻(i)| ≥ 2
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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G4. Binary update: sᵢ(t+1) = H(Σw_{ji}·sⱼ - θᵢ)Symbolic equation, mathematical parameter or mathematical definition.
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G5. Analog update: aᵢ(t+1) = tanh(α·Σu_{ji}·aⱼ + β)Symbolic equation, mathematical parameter or mathematical definition.
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G6. Derivative: dᵢ(t+1) = γ·dᵢ(t) + λ·Δaᵢ + μ·Δsᵢ
Symbolic equation, mathematical parameter or mathematical definition.
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G7. Vector memory: vᵢ(t+1) = ρ·vᵢ(t) + Σ M_{ji}·vⱼ + κ·Δaᵢ·eᵢArithmetic, vector, recurrence or numerical relationship.
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G8. Global state: S(t) = ({sᵢ}, {aᵢ}, {dᵢ}, {vᵢ})Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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G9. Stability: Ξ(t) = Σ|Δaᵢ| + Σ|Δsᵢ| + Σ||Δvᵢ||
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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G10. Coherence: C₅₀₀₀(t) = 1/(1 + Σdᵢ²)
Arithmetic, vector, recurrence or numerical relationship.
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G11. Hash: H(t) = Hash(S(t))
Reviewed as a mathematical definition, constraint, parameter, model axiom or numerical worked example. Scientific validity is reviewed separately.
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sᵢ(t+1) = H(Σw_{ji}·sⱼ - θᵢ)Symbolic equation, mathematical parameter or mathematical definition.
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aᵢ(t+1) = tanh(α·Σu_{ji}·aⱼ + β)Symbolic equation, mathematical parameter or mathematical definition.
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dᵢ(t+1) = γ·dᵢ(t) + λ·Δaᵢ + μ·Δsᵢ
Symbolic equation, mathematical parameter or mathematical definition.
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C₅₀₀₀(t) = 1/(1 + Σdᵢ²)
Arithmetic, vector, recurrence or numerical relationship.
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@brief Compute consciousness metric Φ = 1/(1 + |x - 1|)
Symbolic equation, mathematical parameter or mathematical definition.
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Addition: z = x + y, dz/dx = 1, dz/dy = 1
Arithmetic, vector, recurrence or numerical relationship.
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Multiplication: z = x * y, dz/dx = y, dz/dy = x
Arithmetic, vector, recurrence or numerical relationship.
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Division: z = x / y, dz/dx = 1/y, dz/dy = -x/y^2
Arithmetic, vector, recurrence or numerical relationship.
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Tanh: z = tanh(x), dz/dx = 1 - tanh^2(x)
Expression explicitly applies mathematical functions or optimization operators.
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Sigmoid: z = 1/(1+exp(-x)), dz/dx = z*(1-z)
Expression explicitly applies mathematical functions or optimization operators.
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ReLU: z = max(0, x), dz/dx = (x > 0) ? 1 : 0
Expression explicitly applies mathematical functions or optimization operators.
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Phi (smooth): z = 1/(1 + sqrt((x-1)^2 + T)), differentiable consciousness
Expression explicitly applies mathematical functions or optimization operators.
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Exp: z = exp(x), dz/dx = exp(x)
Expression explicitly applies mathematical functions or optimization operators.
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Log: z = log(x), dz/dx = 1/x
Expression explicitly applies mathematical functions or optimization operators.
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Power: z = x^p, dz/dx = p * x^(p-1)
Arithmetic, vector, recurrence or numerical relationship.
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G_t^lambda = (1-lambda) * sum_{n=1}^{inf} lambda^{n-1} * G_t^{(n)}Arithmetic, vector, recurrence or numerical relationship.
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where G_t^{(n)} = r_{t+1} + gamma*r_{t+2} + ... + gamma^{n-1}*r_{t+n} + gamma^n*V(s_{t+n})Shell, deployment, database or environment-configuration example.
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L(θ) = -Σᵢ log P(xᵢ|θ) + λ||θ||² (Regularized likelihood)
Symbolic equation, mathematical parameter or mathematical definition.
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∇L = Σᵢ (ŷᵢ - yᵢ)xᵢ + 2λθ (Gradient)
Symbolic equation, mathematical parameter or mathematical definition.
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θ_{t+1} = θ_t - α∇L (SGD update)Symbolic equation, mathematical parameter or mathematical definition.
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m_t = β₁m_{t-1} + (1-β₁)∇L (Adam momentum)Symbolic equation, mathematical parameter or mathematical definition.
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v_t = β₂v_{t-1} + (1-β₂)∇L² (Adam velocity)Symbolic equation, mathematical parameter or mathematical definition.