Columns-based intelligent systems under incomplete information

The paper considers columns-based intelligent systems working under incomplete information, when only a part of the whole input image is received. We provide solutions to both direct and inverse problems. We also reveal the relation between system’s ability to work under incomplete information and predicting ability of the system.