Article

Real-Time Fault Anticipation in brain-machine interface Systems Using Surcognitive Inference Engines

2025-10-20

Abstract excerpt

<title>Abstract</title> <p>As Brain-Machine Interfaces (BMIs) advance toward clinical integration, ensuring cognitive stability under uncertainty has become a foundational requirement. This work departs from conventional decoder-centric paradigms by introducing a cognitively introspective architecture that reasons through its own instability.This study introduces a modular neuro-symbolic inference engine designed...

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Literature Corpus work: b197a1b2-29ab-5917-900f-7d987bf91db1
DOI: 10.21203/rs.3.rs-7765671/v1

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