Deep Learning School "Basic Concepts"

Session

Neural Network Building Blocks

Aug 8, 2022, 7:30 PM

Haus Nordhelle

16. Introduction to the Summer School

Martin Erdmann (RWTH Aachen University)

8/8/22, 7:30 PM

1. Neural Network Building Blocks: Lecture

Dennis Noll (RWTH Aachen University (DE))

8/8/22, 7:40 PM

affine transformation, activation, loss function, mean-square-error, backpropagation, Universal Approximation Theorem, ...

2. Neural Network Building Blocks: Libraries

Dennis Noll (RWTH Aachen University (DE))

8/9/22, 9:00 AM

Introduction to deep learning software libraries: how to build and train a neural network

3. Neural Network Building Blocks: Hands-on

Dennis Noll (RWTH Aachen University (DE))

8/9/22, 11:00 AM

Hands-on: constructing, training, evaluating neural networks