Bayesian Regularization for #NeuralNetworks

If you are a science or math nerd, there is no way in hell you would have not heard…

Mathematical foundation for Noise, Bias and Variance in #NeuralNetworks

How to tame the valley — Hessian-free hacks for optimizing large #NeuralNetworks

How to teach logic to your #NeuralNetworks ?

Logic gates are the fundamental building blocks of electronics. They pretty much…

How to train your #NeuralNetwork for Wine tasting?

Mathematically Evaluating Hallucinations in LLMs like GPT4

Layman’s Intro to #AI and Neural Networks

Simply put, any algorithm that has the ability to learn on its own, given a set of…

Mathematical foundation for Activation Functions in Artificial Neural Networks

Backpropagation — How Neural Networks Learn Complex Behaviors

Learning is the most important ability and attribute of a Intelligent System. A system which acquires knowledge by experience, trial-and-error or through coaching, exhibits early traces of intelligence. This post explains…

Part 1 — Are LLMs Just a Memory Trick?

It has become fashionable for critics to accuse Large Language Models (LLMs) as mere…