Artificial Intelligence
AI Algorithms

Natural Language Processing

Fuzzy Logic

Computer Vision and Image Understanding

Signal and Image Processing

Speech and Natural Language Processing

Computational Theories of Learning

Information Retrieval and Fusion

Hybrid Intelligent Systems

Intelligent System Architectures

Knowledge Representation

Knowledge-based Systems

Mechatronics
Multimedia & Cognitive Informatics

Parallel Processing

Pattern Recognition

Pervasive Computing and Ambient Intelligence

Soft Computing Theory and Applications

Software & Hardware Architectures

Automatic Programming

Machine Learning

Automatic Control

Data Mining and Machine Learning Tools

Robotics

Artificial Intelligence Tools & Application

Recent Trends and Developments

Deep Learning
Neuro-Fuzzy Algorithms

Evolutionary Methods

Convolutional Neural Networks (CNN)

Deep Hierarchical Networks (DHN)

Unsupervised Feature Learning

Deep Boltzmann Machines

Generative Adversarial Networks (GAN)

Deep Metric Learning Methods

Deep Reinforcement Learning

Learning Deep Generative Models

Graph Representation Learning
Active learning

Agent-based learning

Manifold learning

Multi-task learning

Statistical models and learning

Computational learning

Evolutionary algorithms and learning

Fuzzy logic-based learning

Parallel and distributed learning

Deep Learning for Computing and Network Platforms


Neural Networks
Convolutional neural networks

Hebbian theory

Long short term memory

Residual neural networks

Self-organizing feature maps

Biological neural networks

Cellular neural networks

Feedforward neural networks

Extreme learning machines
Multilayer perceptions

Graph neural networks

Multi-layer neural network

Neural network hardware

Radial basis function networks

Recurrent neural networks

Hopfield neural networks