Рет қаралды 3,079
Tutorial 1 Video 3: Loss functions & gradient descent. Now that we’ve built our network let’s train it so that it predicts the orientation of the stimulus. Pytorch will perform the differentiation automatically for us to determine the gradients to use for optimization.
Further readings for W3D4: osf.io/w6dfq/d...
We thank Martin Irani for editing this video, and Gal Vishne for manually adjusting the English captions, and Ruidong Chen for Chinese translations. Spanish translations will hopefully be added later in time.
Tutorial Link: colab.research...
Playlist Link: • Deep Learning
Neuromatch Academy (NMA) is a massive, interactive, online summer school experience spanning from hands-on modeling experience to meta-science interpretation skills across just about everything that could reasonably be included in the label "computational neuroscience". We're a group of neuroscientists from around the globe who have run smaller, in-person summer schools in the past, but created NMA in response to the COVID-19 pandemic.
Website: neuromatch.io/...
Twitter: / neuromatch