(The following topics include but are not limited to)
Topic 1. Computational Biology
Genomics and disease research
Computational genetics, comparative genomics
Metagenomics and the microbiome
Transcriptomics and expression profile analysis
proteomics
Structural bioinformatics
Systems biology, network biology
Biological data mining
Protein structure and function prediction
Bioinformatics tool development
Genetic epidemiology, biomedical engineering
Evolutionary bioinformatics, computational ecology
Bioinformatics and statistical analysis
Topic 2. Signal Processing
High dimensional signal processing Adaptive filtering and adaptive signal processing
Time-frequency analysis and signal processing
Biomedical signal processing
Communication signal processing
Underwater acoustic signal processing
Speech signal processing
Image and video signal processing
Radar signal processing
Data compression and signal coding
Multi-sensor data fusion
Nonlinear signal processing
Application of machine learning in signal processing
Signal denoising and enhancement
Blind signal processing
Distributed signal processing
Sensor signal processing technology
Topic 3. Neural network applications
Deep learning algorithms and applications
Application of Convolutional neural network (CNN) in image processing
Recurrent neural network (RNN) and its application to sequence data
Autoencoder and generation model
Applications of neural networks in natural language processing (NLP)
Application of neural network in medical image analysis
Application of neural networks in bioinformatics
Application of neural network in intelligent transportation system
Application of neural network in robot control
Application of neural network in recommendation system
Application of neural network in anomaly detection and early warning
Federated learning and distributed neural networks
Hardware acceleration of neural networks
Applications of neural networks in the Internet of Things (IoT)
Application of neural network in edge computing