Patent ID: 11948083
Assignee: UMNAI LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. The method of claim 1, further comprising one or more neuro-symbolic conditional constraints within the white-box explainable model, wherein the neuro-symbolic constraints are linked with a previous historic rate of activation and are implemented as one or more symbolic rules or system of symbolic expressions, polynomial expressions, Boolean logic rules, first order logic, second order logic, propositional logic, predicate logic, modal logic, probabilistic logic, many-valued logic, fuzzy logic, intuitionistic logic, non-monotonic logic, non-reflexive logic, quantum logic, paraconsistent logic, conditional and non-conditional probability distributions, joint probability distributions, state-space and phase-space transforms, integer/real/complex/quaternion/octonion transforms, Fourier transforms, Walsh functions, Haar and non-Haar wavelets, generalized L2 functions, fractal-based transforms, Hadamard transforms, Type 1 and Type 2 fuzzy logic, difference analysis, data structure that references features and variables accessible to the one or more white-box explainable models and one or more associated taxonomies, ontologies, and causal models, and/or knowledge graph networks.