( Schmidhuber-2015)

Abbreviations in alphabetical order

AE:

Autoencoder

AI:

Artificial Intelligence

ANN:

Artificial Neural Network

BFGS:

Broyden–Fletcher–Goldfarb–Shanno

BNN:

Biological Neural Network

BM:

Boltzmann Machine

BP:

Backpropagation

BRNN:

Bi-directional Recurrent Neural Network

CAP:

Credit Assignment Path

CEC:

Constant Error Carousel

CFL:

Context Free Language

CMA-ES:

Covariance Matrix Estimation ES

CNN:

Convolutional Neural Network

CoSyNE:

Co-Synaptic Neuro-Evolution

CSL:

Context Sensitive Language

CTC:

Connectionist Temporal Classification

DBN:

Deep Belief Network

DCT:

Discrete Cosine Transform

DL:

Deep Learning

DP:

Dynamic Programming

DS:

Direct Policy Search

EA:

Evolutionary Algorithm

EM:

Expectation Maximization

ES:

Evolution Strategy

FMS:

Flat Minimum Search

FNN:

Feedforward Neural Network

FSA:

Finite State Automaton

GMDH:

Group Method of Data Handling

GOFAI:

Good Old-Fashioned AI

GP:

Genetic Programming

GPU:

Graphics Processing Unit

GPU-MPCNN:

GPU-Based MPCNN

HMM:

Hidden Markov Model

HRL:

Hierarchical Reinforcement Learning

HTM:

Hierarchical Temporal Memory

HMAX:

Hierarchical Model “and X”

LSTM:

Long Short-Term Memory (RNN)

MDL:

Minimum Description Length

MDP:

Markov Decision Process

MNIST:

Mixed National Institute of Standards and Technology Database

MP:

Max-Pooling

MPCNN:

Max-Pooling CNN

NE:

NeuroEvolution

NEAT:

NE of Augmenting Topologies

NES:

Natural Evolution Strategies

NFQ:

Neural Fitted Q-Learning

NN:

Neural Network

OCR:

Optical Character Recognition

PCC:

Potential Causal Connection

PDCC:

Potential Direct Causal Connection

PM:

Predictability Minimization

POMDP:

Partially Observable MDP

RAAM:

Recursive Auto-Associative Memory

RBM:

Restricted Boltzmann Machine

ReLU:

Rectified Linear Unit

RL:

Reinforcement Learning

RNN:

Recurrent Neural Network

R-prop:

Resilient Backpropagation

SL:

Supervised Learning

SLIM NN:

Self-Delimiting Neural Network

SOTA:

Self-Organizing Tree Algorithm

SVM:

Support Vector Machine

TDNN:

Time-Delay Neural Network

TIMIT:

TI/SRI/MIT Acoustic-Phonetic Continuous Speech Corpus

UL:

Unsupervised Learning

WTA:

Winner-Take-All