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 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 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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John Melendez
Sep 303 min read
Holographic Representation in Hyperdimensional Computing (HDC)
Unlocking the Power of the Brain: Holographic Representation in Hyperdimensional Computing Hyperdimensional Computing (HDC) is an...
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John Melendez
Sep 303 min read
Hypervectors for Hyperdimensional Computing (HDC)
Unlocking the Power of Hyperdimensional Computing: The Future of AI Hyperdimensional Computing (HDC) is revolutionizing the field of...
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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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John Melendez
Sep 215 min read
How HDC and AI Revolutionize Conventional Linear Processing
In the ever-evolving landscape of computing, we find ourselves at the cusp of a paradigm shift. As conventional linear computing...
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