Traditional Neural Networks#
Artificial neural networks are inspired by biological neural networks. A simple single-layer neuron is called a perceptron and can easily be implemented it in TensorFlow. Multilayer neural networks can solve more complex multiclass classification tasks. With Keras modular and easy-to-customize neural network models can be built.
These notebooks serve us to practice some DL techniques, and as snippets to build on.
Notes#
Binary classification |
Multiclass classification |
|
---|---|---|
Number of neurons |
1 |
Number of classes |
Activation function |
sigmoid |
softmax |