General Intelligence

Hierarchical Prioritized Neural Nodal Learning

By: Robert D Johnson

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Paperback | 19 June 2025

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In General Intelligence: Hierarchical Prioritized Neural Nodal Learning (HPNNL), decades of multidisciplinary research converge into one groundbreaking theory that redefines how artificial intelligence can evolve. Inspired by cognitive neuroscience, emotional processing, and human learning behavior, HPNNL introduces a dynamic, self-organizing framework where memories are weighted by priority, nodes are connected through meaningful association, and the system reorganizes itself in real time based on contextual understanding.

From its foundational principles to its potential applications in education, healthcare, robotics, and affective computing, this book explores how HPNNL bridges the gap between biological and artificial learning. It tackles real-world challenges-such as catastrophic forgetting, emotional bias, and knowledge transfer-and presents a vision for future AI that is adaptive, intuitive, and human-aligned.

Whether you're an AI researcher, neuroscientist, software engineer, or simply fascinated by the human cognition and intelligence, this book offers a rich, readable, and forward-thinking exploration of what's next.

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