Neural Networks

Neural Networks Python

Neural Network Simply Explained – ML for Beginners

In this video, Mariya from Python Simplified talks about neural networks and some of their basic components. Time stamps: 00:00 – What is a Neural Network 00:55 – How Computers See Images 02:20 – What is a Label 02:44 – Hidden Layers 03:48 – Training 04:10 – Weights 04:42 – Optimization 05:27 – Narrow AI […]

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AI Natural Language Processing

[ML News] New ImageNet SOTA | Uber’s H3 hexagonal coordinate system | New text-image-pair dataset

Yannic provides the latest news in machine learning in this video. Time Stamps: 0:00 – Intro 0:20 – TruthfulQA benchmark shines new light on GPT-3 2:00 – LAION-400M image-text-pair dataset 4:10 – GoogleAI’s EfficientNetV2 and CoAtNet 6:15 – Uber’s H3: A hexagonal coordinate system 7:40 – AWS NeurIPS 2021 DeepRacer Challenge 8:15 – Helpful Libraries […]

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Jay McClelland: Neural Networks and the Emergence of Cognition | Lex Fridman Podcast #222

Jay McClelland, a cognitive scientist at Stanford, sits down for an amazing conversation with Lex Fridman. OUTLINE: 0:00 – Introduction 0:43 – Beauty in neural networks 5:02 – Darwin and evolution 10:47 – The origin of intelligence 17:29 – Explorations in cognition 23:33 – Learning representations by back-propagating errors 29:58 – Dave Rumelhart and cognitive […]

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AI Interesting Research

PonderNet: Learning to Ponder

Humans don’t spend the same amount of mental effort on all problems equally. Instead, we respond quickly to easy tasks, and we take our time to deliberate hard tasks. DeepMind’s PonderNet attempts to achieve the same by dynamically deciding how many computation steps to allocate to any single input sample. This is done via a […]

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Neural Networks Science

How Do Neural Networks Grow Smarter?

Neurobiologists and computer scientists are trying to discover how neural networks become a brain. Will nature give us the answer, or is it all up to an artificial intelligence to work it out? Watch this talk from The Royal Institution to find out more.

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AI Hardware

NVIDIA CEO Jensen Huan on the Industrial HPC Revolution

Industrial high performance computing (HPC) is at its tipping point. The combination of simulation, accelerated computing, and #AI are bringing the performance and scale required to tackle real-world, industrial problems. This presentation blew my mind.

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AI Research

Why AI is Harder Than We Think

Yannic Kilcher  explains how the AI community has gone through regular cycles of AI Springs, where rapid progress gave rise to massive overconfidence, high funding, and overpromise, followed by these promises being unfulfilled, subsequently diving into periods of disenfranchisement and underfunding, called AI Winters. This video he explores a paper which examines the reasons for […]

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AI Neural Networks

Do Neural Networks Think Like Our Brain?

Two Minute Papers examines the paper “Multimodal Neurons in Artificial Neural Networks.”

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AI Startups

The Rise of AI and the Canadian Silicon Valley

Here’s an interesting documentary (“Canada – The Rise of AI”, Ep. 11) on the “Canadian Silicon Valley.” Silicon Valley may be home to some of the biggest tech giants in the world but it’s being challenged like never before. Crazy tech geniuses have popped up all over the planet making things that will blow your […]

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AI Hardware

GTC 2021 Keynote with NVIDIA CEO Jensen Huang

NVIDIA CEO Jensen Huang delivers the #GTC21 keynote, where he introduced a number of amazing breakthroughs.

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