Topological Data Analysis with Hyperdimensional Computing, Complex Manifold Computing and Neuro-Fluid Dynamics
"Researchers and practitioners continually seek innovative methodologies to enhance data analysis, model accuracy and computational...
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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 233 min read
Lower vs. Higher Dimensional Computing
Introduction The increase in available compute power for everyone gives access to higher and more complex forms of computing, as seen in...
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John Melendez
Oct 214 min read
The Transparency Imperative: Unveiling the "Black Box" of Artificial Intelligence
Introduction Artificial intelligence (AI) has become an integral part of our daily lives, influencing decisions in healthcare, finance,...
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John Melendez
Oct 2010 min read
Enhancing PacketFlowAI: Upgrading Packet Classification Algorithm with Hyperdimensional Computing
Re-posted with permission from Robert McMenemy at: Enhancing PacketFlowAI: Upgrading My Packet Classification Algorithm with...
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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 193 min read
The Power of Higher Dimensions: Revolutionizing Computing with HDC
Introduction Higher dimensional computing, particularly Hyperdimensional Computing (HDC), is emerging as a powerful alternative to...
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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 147 min read
How Hyperdimensional Computing (HDC) Challenges Traditional Compute Architectures
Introduction Hyperdimensional Computing (HDC) stands at the forefront of offering a radical departure from traditional computing...
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John Melendez
Oct 115 min read
Ten Groundbreaking Applications for Neuro-Symbolic AI (NSAI)
Introduction Artificial Intelligence (AI) has come a long way since its inception, and one of the most exciting developments in recent...
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John Melendez
Oct 65 min read
A Survey of 10 Groundbreaking Hyperdimensional Technologies
Introduction In the rapidly evolving landscape of technology, hyperdimensional concepts are pushing the boundaries of what's possible in...
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John Melendez
Oct 64 min read
Real-World Examples of Hyperdimensional Computing for Industry / IIoT
Introduction Hyperdimensional computing (HDC) is emerging as a powerful tool in the realm of artificial intelligence and machine...
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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 56 min read
Achieving Advanced AI by Fusing Neuro-Symbolic AI & Hyperdimensional Computing
Two Established AI Architectures Team Up for a Powerful Package Executive Summary Artificial Intelligence (AI) holds immense promise for...
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John Melendez
Oct 52 min read
AI-Powered Drug-Discovery: ADME Property Prediction with HDC Computing & Machine Learning
The Challenge In the fast-paced world of drug discovery, AI-enabled prediction of Absorption, Distribution, Metabolism, and Excretion...
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John Melendez
Oct 55 min read
Adaptive Intelligence: How Neuroplastic AI is Transforming Cognitive Computing
Introduction Artificial Intelligence (AI) has come a long way since its inception, evolving from simple rule-based systems to complex...
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John Melendez
Oct 44 min read
Not Just Computing: The Multifaceted Applications of Hyperdimensionality
Introduction Hyperdimensionality is a concept that has captured the imagination of scientists, mathematicians, and philosophers for over...
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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 303 min read
Binding Operations in Hyperdimensional Computing (HDC)
Hyperdimensional Computing Hyperdimensional Computing (HDC) is revolutionizing the field of artificial intelligence by introducing a...
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