Pillar VI: Neuromorphic STDP Formal Systems
Synaptic plasticity, memory traces, and causality
- LTP window τ₊: 16.8 ms
- LTD window τ₋: 33.7 ms
- Memory potentiation Δw: +0.124 causal
Closed-Form Mathematical Formulation
Δw = A₊ · exp(−Δt / τ₊) when Δt > 0; −A₋ · exp(Δt / τ₋) when Δt < 0
Advanced Tensor Equation
Δw = { A₊ e^(−Δt/τ₊) if Δt > 0 (LTP); −A₋ e^(Δt/τ₋) if Δt < 0 (LTD) }