Topological Data Analysis with Hyperdimensional Computing, Complex Manifold Computing and Neuro-Fluid Dynamics
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"Researchers and practitioners continually seek innovative methodologies to enhance data analysis, model accuracy and computational...
John Melendez
Oct 315 min read
Neuro-Symbolic AI's Nobel-Winning Approach to Combating AI Hallucinations
Introduction In a groundbreaking development for the field of artificial intelligence, Neuro-Symbolic AI (NSAI) recently clinched a Nobel...
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John Melendez
Oct 315 min read
Hyperdimensional Computing for the Metaverse
Introduction The metaverse, a collective virtual shared space merging augmented reality and persistent virtual worlds, is rapidly...
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John Melendez
Oct 191 min read
Building a LLM from Scratch: Replacing Transformers with Hyperdimensional Computing and Neuro-Symbolic AI Enhanced with Knowledge Distillation
Keep in mind that NEURO-SYMBOLIC AI (NSAI) just won a NOBEL PRIZE! "In the crazy fast changing world of artificial intelligence (AI),...
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John Melendez
Oct 181 min read
Free Learning for AI-Based Hyperdimensional Computing and Vector-Symbolic Architectures
Below are some excellent learning modules for the revolutionary Hyperdimensional Computing (HDC and Vector-Symbolic Architectures (VSA)....
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John Melendez
Oct 61 min read
"South Korean Research Team First to Commercialize Advanced ‘Hyperdimensional Computing’ Faster than ChatGPT" - News Report
"A groundbreaking artificial intelligence (AI) learning method utilizing Hyperdimensional Computing (HDC), often referred to as “Dream...
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John Melendez
Oct 33 min read
HDC Vector Operations Maintain Accuracy at Scale, Unlike LLM-Based RAG Systems
In response to this article: Do Vector Databases Lose Accuracy at Scale? The recent study by EyeLevel.ai highlighting accuracy...
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John Melendez
Sep 308 min read
20 Key Concepts & Features of Neuro-Symbolic AI (NSAI)
Here is a list of 20 key concepts, terms, and features related to Neuro-Symbolic AI (NSAI), with detailed explanations below for each....
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John Melendez
Sep 307 min read
20 Key Concepts & Features of Hyperdimensional Computing (HDC)
Here is a list of 20 key concepts, terms, and features related to Hyperdimensional Computing (HDC), with detailed explanations for each...
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