Displaying 199 resources

Attention and Transformers Networks

In this lecture, the limitations of Recurrent Neural Networks (RNNs) and Convolutional Neural Networks (CNNs) in effectively processing sequences are emphasized.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Z Transform

This lecture overviews  Z Transform that has many applications in signal processing and systems theory.
Category
Data for AI
Source
AI-OnDemand

Large Language Models, ChatGPT and University Education

This lecture overviews the impact of the Large Language Models, particularly of ChatGPT language model in Education, e.g., in Universities. First it present the ChatGPT transformer structure and ChatGPT training.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Face and Object De-detection

This lecture overviews Face and Object De-detection that has many applications in Human-centered Computing and privacy protection in Social or Broadcasted Media.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Adaptive Filters

This lecture overviews Adaptive Filters that has many applications in signal processing, automatic control, robotics and autonomous systems.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Laplace Transform

This lecture presents Laplace Transform (LT) and its region of convergence.  Its relation to Laplace transform is presented. Notable LT properties are reviewed: time shift, convolution, signal differentiation/integration.
Category
Data for AI
Source
AI-OnDemand