DERIN-EPT: Embodied Predictive Thermodynamic Architecture for Consciousness-Inspired Edge AI

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Authors: Yusuf Ali Toklu
Cited by: 0

Abstract

DERIN-EPT (Digital Experiential Reasoning Intelligence Network) is a novel cognitive architecture that implements the Free Energy Principle, Predictive Processing, and Hebbian Plasticity on NVIDIA Jetson AGX Thor edge hardware. Paradigm Shift: Unlike traditional LLM-based agents, DERIN-EPT perceives its hardware substrate (GPU, thermal state, power) as its own distinctive "body," utilizing this embodied experience to drive autonomous decision-making and self-preservation.

Fields of Study & Subjects

Embodied and Extended Cognition Explainable Artificial Intelligence (XAI) Cognitive Computing and Networks

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 January 2026
Document type
Preprint