neural net

AI Generative AI

Why Does Diffusion Work Better than Auto-Regression?

This video is from Algorithmic Simplicity. Have you ever wondered how generative AI actually works? Well the short answer is, in exactly the same as way as regular AI! In this video I break down the state of the art in generative AI – Auto-regressors and Denoising Diffusion models – and explain how this seemingly […]

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AI Ethics Neural Networks Research Science

Lab-Grown Brain Connects to Microchip, Recognizing Human Voices

This video from Anton Petrov makes me wonder where we are going as a society and as a species. Links: https://www.nature.com/articles/s41928-023-01069-w https://www.biorxiv.org/content/10.1101/2023.02.28.530502v1.full.pdf https://pubmed.ncbi.nlm.nih.gov/33482329/

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AI Neural Networks

Transposed Convolutions in Neural Networks – Interactive Demo App

This video is from deeplizard. Transposed convolutions are a particular type of upsampling technique often used in neural networks, particularly GANs. Just like other upsampling techniques, transposed convolutions increase the size of data. For image data, transposed convolutions are used to increase image dimensions. Use the interactive demonstration below to gain a better understanding of […]

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AI Generative AI

Upsampling in Neural Networks – Interactive Demo App

This video is from deeplizard. In deep learning, upsampling is a technique used to increase the size of data. For image data, upsampling is used to increase image dimensions. It does this by inferring values for the newly introduced pixels in the upsampled output space from the original image input. Use the interactive demonstration below […]

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AI Generative AI

Exploring Diffusion Models: AI Art Taking the World by Storm

This video is from deeplizard covers the emerging world of AI generated art. This is a preview lesson from the deeplizard course, AI Art For Beginners – Stable Diffusion Crash Course! This course is a hands-on AI project-based course where we’ll be learning-by-doing via hands-on activities, implementing examples, and an end of course project. Our […]

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AI Reinforcement Learning

AI Learns to Walk (deep reinforcement learning)

This video is from AI Warehouse. In this video an AI named Albert learns how to walk to escape 5 rooms I created. The AI was trained using Deep Reinforcement Learning, a method of Machine Learning which involves rewarding the agent for doing something correctly, and punishing it for doing anything incorrectly. Albert’s actions are […]

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Natural Language Processing

Intro to Natural Language Processing (NLP)

This course provides an introduction to the field of Natural Language Processing (NLP) with a focus on sentiment analysis and text classification using artificial neural networks. In this lesson, we’ll get introduced to the field of Natural Language Processing, otherwise known simply as NLP.

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