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Do we need Attention? - Linear RNNs and State Space Models (SSMs) for NLP39:43

Do we need Attention? - Linear RNNs and State Space Models (SSMs) for NLP

35K views • 3 years ago
Sasha Rush
Sasha Rush surveys linear RNNs and state space models as replacements for attention in transformer-style models, in a talk for MLSys. It covers the foundational preliminaries and predates Mamba.
Hamming, "n-Dimensional Space" (April 14, 1995)50:27

Hamming, "n-Dimensional Space" (April 14, 1995)

14K views • 14 years ago
securitylectures
Richard Hamming's 1995 lecture on n-dimensional space, showing how geometric intuition about spheres and cubes breaks down in high dimensions. It is part of his course on learning to learn.
Q&A - Helion Energy, NIF, Space and more3:19:02

Q&A - Helion Energy, NIF, Space and more

151K views • 3 years ago
Improbable Matter
A roughly three-hour technical livestream Q&A on Helion Energy's fusion approach and the National Ignition Facility. It covers neutron production, shielding, energy recovery, diagnostics and why tokamaks might fare better.
Light Years Ahead | The 1969 Apollo Guidance Computer1:21:22

Light Years Ahead | The 1969 Apollo Guidance Computer

2.8M views • 6 years ago
TNMoC
Robert Wills of TNMoC explains the Apollo Guidance Computer hardware and software, then walks through the Apollo 11 landing procedure step by step, including the 1202 alarms.
[LIVE] How to Achieve Proper Grounding - Rick Hartley - Expert Live Training (US)2:19:51

[LIVE] How to Achieve Proper Grounding - Rick Hartley - Expert Live Training (US)

1M views • 6 years ago
Altium
Rick Hartley gives a roughly two-hour live training on proper grounding in PCB design. He explains how energy actually flows in the space between conductors, and how that governs noise, EMI, return paths and signal reflections.
The Biggest Ideas in the Universe: Introduction6:33

The Biggest Ideas in the Universe: Introduction

384K views • 6 years ago
Sean Carroll
Sean Carroll introduces his video series on the biggest ideas in physics, such as symmetry, space and matter, as informal discussions with follow-up Q&A videos. This is the short opening video of the series.
Lecture 1: Probability and Counting | Statistics 11046:29

Lecture 1: Probability and Counting | Statistics 110

1.8M views • 13 years ago
Harvard University
Lecture 1 of Harvard's Statistics 110 with Joe Blitzstein, introducing sample spaces, the naive definition of probability, counting, binomial coefficients and the sampling table.
The Hyperbolic Geometry of DMT Experiences (@Harvard Science of Psychedelics Club)1:06:15

The Hyperbolic Geometry of DMT Experiences (@Harvard Science of Psychedelics Club)

1.4M views • 7 years ago
Qualia Research Institute
Andres Gomez Emilsson of the Qualia Research Institute presents a model of DMT experiences using hyperbolic geometry and dynamical systems theory. He describes how different intoxication levels correspond to changing curvature and information content of experience.