This is a short introduction to a one-day course on neuroAI models for cognitive neuroscience. A detailed description of the course can be found on the following website: https://neuroai-educational.github.io The topics covered in the course are as follows: Technical construction of the brain models: An introduction of fundamental concepts applicability of AI in the neuroscience research; Brain decoding and encoding: Identifying cognitive states based on brain activity (brain decoding); and predicting brain activity based on the activity of an artificial neural network (brain encoding); Multimodal overview of NeuroAI: Implementation of AI in various sensory modality processing including vision, auditory, language. Ethics and future of NeuroAI: Ethical concerns and potential future directions in the field.