1||| Perceptron(P)
application
2||| Encoding database (multilayer perceptron)
3||| Monitor access data (multilayer perceptron)
2||| Feed Forward (FF)
application
4||| Sonar target recognition
6||| Handwritten character recognition
3||| Radial Basis Network (RBN)
application
1||| function approximation
2||| time series forecasting
4||| Deep Feed-forward (DFF)
5||| Self-organizing feature map SOM (Self-organizing feature Map)
application
1||| Implement data visualization
2||| medical image processing
3||| Meteorological changes
6||| Recurrent Neural Network (RNN)
application
3||| time series forecasting
6||| Time series anomaly detection
7||| Long / Short Term Memory (LSTM)
8||| Gated Recurrent Unit (GRU)
application
1||| polyphonic music model
2||| Speech signal modeling
3||| natural language processing
10||| Variational Autoencoder (VAE)
application
Image automatically generated
11||| Denoising Autoencoder (DAE)
application
2||| Dimensionality reduction
12||| Sparse Autoencoder (SAE)
application
2||| Handwritten digit recognition
13||| Markov Chain (MC)
application
2||| information and communication systems
14||| Hopfield Network (HN)
application
2||| Image detection and recognition
3||| Medical image recognition
4||| Enhance X-ray images
15||| Boltzmann Machine (BM)
application
1||| Dimensionality reduction
4||| Collaborative filtering
16||| Restricted Boltzmann Machine (RBM)
application
5||| business and economic analysis
17||| Deep Belief Network (DBN)
application
1||| Retrieve files/images
2||| Nonlinear dimensionality reduction
18||| Deep Convolutional Network (DCN)
application
1||| Recognize faces, street signs, tumors
2||| Image Identification
4||| natural language processing
8||| time series forecasting
19||| Deconvolutional Neural Networks (DN)
application
1||| Image super-resolution
2||| Surface depth estimation of images
3||| Optical flow estimation
20||| Deep Convolutional Inverse Graphics Network (DC-IGN)
21||| Generative Adversarial Network (GAN)
application
1||| Create new human poses
2||| Turn photos into Emoji
22||| Liquid State Machine (LSM)
23||| Extreme Learning Machine (ELM)
application
4||| sparse approximation
24||| Echo State Network (ESN)
application
1||| time series forecasting
25||| Deep Residual Network (DRN)
application
1||| Image classification
3||| Semantic segmentation
5||| Language recognition
26||| Kohonen Networks (KN)
application
1||| Dimensionality reduction
2||| Water quality assessment and prediction
3||| coastal water resources management
27||| Support Vector Machines (SVM)
application
5||| handwriting recognition
28||| Neural Turing Machine (NTM)
application
2||| Making artificial brains