Section: Deep Learning•ID #150

SELU Activation Function

Step 1: TheoryTheory Article

SELU Activation Overview

Study the core concepts and background material for this learning item.

Step 2: PracticeDeep-ML Challenge

SELU Activation Exercise

Solve the challenges and apply your knowledge interactively.

Easy15 min estimated study

Overview

Implement SELU activation functions to enable self-normalizing neural network steps.

Learning Objectives

  • Apply scale/alpha parameters forcing self-normalizing state updates
  • Derive SELU activation gradients for backpropagation checks

Prerequisites

Tracking Control

Completion Reward+150 XP
Study Checklist
Studied theory resource
Completed practice exercise