rosxnb

Roshan Bharati

C++ Developer | AI Researcher

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Study notes — from my master's and beyond. Whatever grabbed my curiosity along the way.

Hands-on IT deep-dives and explorations. Things that piqued my geeky interest - and I actually had the time to follow through.

Finished things. Built for learning, built for fun, built to work. Here they are.

My research and ideas — finished, brewing, or just daydreams. All living here.

Recent Posts

Token meaning and its computation details.

Neuron Model by McCulloch and Pitts

Neuron Model proposed by Mcculloch and Pitts in 1943.

Multi Layer Perceptrons

Understanding Multi-Layer Perceptrons, network depth, and their theoretical capabilities as universal function approximators.

Modern Perceptron and Activations

A better way to visualize perceptron and activation units

Deep Learning History

The history of deep learning: from early cognitive models to modern neural networks.