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Category: Neural Networks+Deep Learning

Attention Mechanisms: A Geometric View

Posted on February 14, 2021November 13, 2021 by Alex

Introduction In this post we describe attention mechanisms by motivating it using geometric intuition. The…

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1-d Convolutional Neural Networks for Time Series: Basic Intuition

Posted on April 14, 2020May 12, 2020 by Alex

In this post we describe the basics of 1-d convolutional neural networks, which can be…

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Feedforward Neural Networks and Multilayer Perceptrons

Posted on April 8, 2020May 12, 2020 by Alex

In this post we describe multilayer perceptrons. We first describe why we want to use…

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The Basics of Long-Short Term Memory (LSTM)

Posted on October 26, 2019September 4, 2020 by Alex

In this post we describe the basics of long-short term memory (LSTM). We first describe…

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