v2.2 — Major Update: Robustness & Security Milestone. Introduction of the M0 Decontamination Membrane, achieving zero residual noise across 10 stress-test cases (100% pure noise, malicious injections, and high-entropy alphanumeric interference). Stress-tested on 1,000,000 samples with a record throughput of 9,036 req/sec on consumer hardware (HP ProBook 640 G6). Synaptic memory expanded to 443 trained synapses with a new 5-phase training protocol. Formalized the Decontamination Theorem (δ=0.5) and verified a 72% average energy gain with <1ms latency.
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Anselme Benedict Sawadogo
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Anselme Benedict Sawadogo (Wed,) studied this question.
www.synapsesocial.com/papers/69d895be6c1944d70ce06cb8 — DOI: https://doi.org/10.5281/zenodo.19475957