Intro to Recurrent Neural Networks (RNNs) Before RNNs: Perceptron and ConvNets RNNs, and Why? Some Math Forward pass Backpropagation refresher The RNN backward pass Some pros and cons On the difficulty of training RNNs Applications <!-- This is a demo post to show you how to write blog posts with markdown. I strongly encourage you to [take 5 minutes to learn how to write in markdown](https://markdowntutorial.com/) - it'll teach you how to transform regular text into bold/italics/headings/tables/etc. **Here is some bold text** ## Here is a secondary heading Here's a useless table: | Number | Next number | Previous number | | :------ |:--- | :--- | | Five | Six | Four | | Ten | Eleven | Nine | | Seven | Eight | Six | | Two | Three | One | How about a yummy crepe?  It can also be centered! {: .mx-auto.d-block :} Here's a code chunk: ~~~ var foo = function(x) { return(x + 5); } foo(3) ~~~ And here is the same code with syntax highlighting: ```javascript var foo = function(x) { return(x + 5); } foo(3) ``` And here is the same code yet again but with line numbers: <figure class="highlight"><pre><code class="language-javascript" data-lang="javascript"><table class="rouge-table"><tbody><tr><td class="gutter gl"><pre class="lineno">1 2 3 4 </pre></td><td class="code"><pre><span class="kd">var</span> <span class="nx">foo</span> <span class="o">=</span> <span class="kd">function</span><span class="p">(</span><span class="nx">x</span><span class="p">)</span> <span class="p">{</span> <span class="k">return</span><span class="p">(</span><span class="nx">x</span> <span class="o">+</span> <span class="mi">5</span><span class="p">);</span> <span class="p">}</span> <span class="nx">foo</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span> </pre></td></tr></tbody></table></code></pre></figure> ## Boxes You can add notification, warning and error boxes like this: ### Notification {: .box-note} **Note:** This is a notification box. ### Warning {: .box-warning} **Warning:** This is a warning box. ### Error {: .box-error} **Error:** This is an error box. -->