Beginning Deep Learning with TensorFlow: Work with Keras, MNIST Data Sets, and Advanced Neural Networks

Index

A

A3C algorithm

Accuracy metric

Activation function

leaky ReLU

ReLU

Sigmoid

Tanh

Actor-Critic method

A3C

advantage

agent

code

error calculation

Actor network

agent.optimizer() function

AlexNet

Amazon’s Mechanical Turk system

Artificial general intelligence (AGI)

Artificial intelligence (AI)

definition

implementation

stages

Atari game environment

Atari game platform

Augmented reality (AR)

Autoencoder

adding noise

calculation method

data representation

denoising diagram

mapping relationship

and neural network

neural network parameterization

optimization goal

vs. PCA

training process

variants

adversarial autoencoder

dropout autoencoder

Autonomous driving

B

Back propagation algorithm

activation function, derivative

LeakyReLU function

ReLU function

Sigmoid

Tanh function

chain rule

common derivatives ...