From e07882cf0b6d0aee95a44d3e5d64b9ad590d8634 Mon Sep 17 00:00:00 2001 From: Paul Schrimpf Date: Wed, 6 Dec 2023 12:35:34 -0800 Subject: [PATCH] Automated updates to slides. --- paul/feed.html | 2 +- paul/neuralnets.html | 32 ++++--- paul/neuralnets.ipynb | 81 +++++++++--------- .../figure-revealjs/cell-11-output-1.png | Bin 134124 -> 126133 bytes .../figure-revealjs/cell-9-output-1.png | Bin 151223 -> 164733 bytes paul/search.json | 6 +- 6 files changed, 63 insertions(+), 58 deletions(-) diff --git a/paul/feed.html b/paul/feed.html index 3a5c977..76ebd75 100644 --- a/paul/feed.html +++ b/paul/feed.html @@ -320,7 +320,7 @@

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diff --git a/paul/neuralnets.html b/paul/neuralnets.html index bd5c7e4..1e1c0b4 100644 --- a/paul/neuralnets.html +++ b/paul/neuralnets.html @@ -455,8 +455,9 @@

Single Layer Perceptron

  • \(x_i \in \R^d\), want to approximate some \(f: \R^d \to \R\)
  • Approximate by \[ \begin{align*} -f(x_i; \mathbf{w},\mathbf{b}) = \psi_1\left( \sum_{u=1}^m w_{u,1} \psi_0( x_i'w_{u,0} + b_{u,0}) + b_{u,1} \right) -\end{align} +f(x_i; \mathbf{w},\mathbf{b}) = +\psi_1 \left( \sum_{u=1}^m w_{u,1} \psi_0( x_i'w_{u,0} + b_{u,0}) + b_{u,1} \right) +\end{align*} \] where