The International Conference on Frontiers of Neural Networks (ICFNN 2019) covers topics such as:
- Vision and Auditory Modelling
- Auditory Perception and Modeling
- Audio and Speech Retrieval
- Image Segmentation
- Image Coding and Representation
- Music Modeling and Analysis
- Motion and Tracking
- Object Recognition
- Natural Scene Statistics
- Speaker Identification
- Source Separation
- Statistical and Pattern Recognition
- Speech Recognition and Speech Synthesis
- Visual Perception and Modelling
- Visual Features Analysis
- Visual Selective Attention
- Models, Methods and Algorithms
- Bayesian, Belief, Causal and Semantic Networks
- Active Learning
- Ensemble Learning, Committee Algorithms and Boosting
- Embeddings and Manifold Learning
- Kernel Methods, Large Margin Methods and SVM
- Feature Analysis and Clustering
- Mixture Models, Graphical Models, Topic Models and Gaussian Processes
- Matrix/Tensor Analysis and Factorization
- Neural Network Models (Feedforward/Recurrent/Self-organizing/Cellular/Hybrid Neural Networks)
- Model Selection and Structure Learning
- Pattern Analysis and Classification
- Optimization Algorithms / Variational Methods
- Sparsity and Feature Selection
- Probabilistic and Information-Theoretic Methods
- Statistical Learning Algorithms (PCA, ICA, Projection Pursuit Methods)
- Stability and Convergence Analysis
- Supervised/Unsupervised/Reinforcement Learning/Deep Learning
- Structured and Relational Data
- Temporal Models and Sequence Data
- Computational Neuroscience and Cognitive Science
- Attractor and Associative Memory
- Action and Motor Control
- Computational Neural Models
- Brain Imaging (fMRI, MEG, EEG)
- Knowledge Acquisition and Language
- Inference and Reasoning
- Neural Encoding and Decoding
- Learning and Memory
- Perception, Emotion and Development
- Neurodynamics, Complex Systems, and Chaos
- Spiking Neurons
- Plasticity and Adaptation
- Visual and Auditory Cortex
- Control, Robotics and Hardware
- Embedded Neural Networks
- Action and Motor Control
- Markov Decision Processes
- Fuzzy Neural Networks
- Neuromorphic Hardware and Implementations
- Multi-Agent Systems and Game Theory
- Policy Search
- Planning and Decision Making
- Reconfigurable Systems
- Predictive State Representations
- Robotics: Neural Robotics, Cognitive Robotics, Developmental Robotics
- Reinforcement Learning
- Visuomotor Control
- Novel Approaches and Applications
- Brain-Computer Interfaces
- Bioinformatics and Biomedical Engineering
- Data Mining and Knowledge Discovery
- Brain-Like Systems, Adaptive Intelligent Systems
- Granular Computing
- Evolutionary Neural Networks
- Information Retrieval
- Hybrid Intelligent Systems
- Neuroinformatics and Neuroengineering
- Natural Language Processing
- Time Series Prediction
- Systems Biology
The International Conference on Frontiers of Neural Networks (ICFNN 2019) brings together esearchers, scientists, engineers and industry professionals.
