Displaying 105 resources

Statistical Detection

This lecture overviews Statistical Detection that has many applications in Machine Learning, Signal Analysis and Statistical Communications.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Probability Theory

This lecture overviews Probability Theory  that has many applications in a multitude of scientific and engineering disciplines, notably in Pattern Recognition and Machine Learning.
Category
Data for AI
Source
AI-OnDemand

Probabilistic Logics to Neuro-Symbolic Artificial Intelligence

A central challenge to contemporary AI is to integrate learning and reasoning.
Category
Data for AI
Source
AI-OnDemand

Wireless Communication Networks

This lecture overviews Wireless Communication Networks  that has many applications in autonomous systems.
Category
Data for AI, human-centric ai
Source
AI-OnDemand

Mathematical brain modeling

This lecture overviews Mathematical Brain Modeling that has many applications in Artificial Neural Networks.  It covers the following topics in detail: Brain Cells (Sensory and Motor neurons, Interneurons, glia).
Category
Data for AI, Systems, methodologies, hardware, and tools, human-centric ai
Source
AI-OnDemand

Syntactic Pattern Recognition

This lecture overviews that has many applications in data analysis. It covers the following topics in detail: Syntactic Pattern Recognition Systems. Preprocessing Techniques. String-Based Models.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand