A DeepParticle method for learning and generating aggregation patterns in multi-dimensional Keller-Segel chemotaxis systems.
Zhongjian WangJack XinZhiwen ZhangPublished in: CoRR (2022)
Keyphrases
- multi dimensional
- learning algorithm
- preprocessing
- neural nets
- unsupervised learning
- experimental evaluation
- significant improvement
- learning process
- synthetic data
- dynamic programming
- objective function
- generation method
- detection method
- learning tasks
- segmentation algorithm
- support vector machine svm
- learning systems
- high accuracy
- classification accuracy
- computational cost
- cost function
- prior knowledge
- pairwise
- learning scheme
- edge detection
- classification method
- segmentation method
- feature set
- expert systems
- reinforcement learning