Neural Networks

AI Neural Networks

Watching Neural Networks Learn

This video is from Emergent Garden. A video about neural networks, function approximation, machine learning, and mathematical building blocks. Dennis Nedry did nothing wrong. This is a submission for #SoME3

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AI Neural Networks Research

Formalizing Explanations of Neural Network Behaviors

This video is from Simons Institute. Existing research on mechanistic interpretability usually tries to develop an informal human understanding of “how a model works,” making it hard to evaluate research results and raising concerns about scalability. Meanwhile formal proofs of model properties seem far out of reach both in theory and practice. In this talk […]

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Neural Networks

Code From Scratch: Neural Networks

Sapphire Dev shows us how neural networks operate behind the hood can be hidden from the programmer in frameworks such as TensorFlow. But to become a competent AI developer, understanding the fundamental algorithms behind these networks is invaluable information. Here, we embark on a journey to create our own network in the Dart programming language.

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AI Neural Networks

Visualization of a fully connected neural network, version 1

This video from Marijn van Vliet is havily inspired by Denis Dmitriev’s work.

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Neural Networks

What are Activation Functions?

Did you ever wonder what activation functions are? Then watch this video to find out. The script to this video was AI generated as was the presenter. Ironically, I did the grunt work of editing, mixing audio, and rendering the final product. Soon, there’ll be an AI for that, too.

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AI Neural Networks

Introduction to transformer architecture and discussion

Phillip Isola and Brian Cheung of MIT provide an informal discussion that provides an overview of transformer networks and then we will open the floor for questions and discussion.

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Neural Networks

How can Neural Networks learn (almost) anything

They seem magical, but the functioning of neural networks is real and fantastic. A video about neural networks, how they work, and why they’re useful.

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Hardware Neural Networks

Running Neural Networks on Meshes of Light

Photonics are not just for quantum computers apparently. Could we be on the precipice of a new hardware paradigm?

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AI Neural Networks

How Deep Neural Networks Work

This is part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at https://e2eml.school/193

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