Neuro Symbolic Courses

Hyperdimensional Computing for Metacognition

Explore hyperdimensional computing applications in metacognition through cutting-edge research presented at METACOG-25 by Peter Sutori from Simuli and UMD.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Foundations of Neurosymbolic AI

Explore the intersection of neural networks and symbolic reasoning, covering dual process theory, cognitive architectures, and key taxonomies in this foundational AI lecture.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Exploring Cognitive Attributes for Financial Decision Making

Discover how cognitive attributes influence financial decision-making through research presented at METACOG-25, exploring the intersection of psychology and finance.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Introduction to the Second Workshop on Metacognitive Prediction of AI Behavior

Discover the introduction to the Second Workshop on Metacognitive Prediction of AI Behavior (METACOG-25), exploring the intersection of symbolic methods and deep learning.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Probabilistic Foundations of Metacognition via Hybrid AI

Explore the probabilistic foundations of metacognition in AI through error correction and detection rules, explaining experimental results and theoretical advances in neuro-symbolic approaches.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Toward Artificial Metacognition

Explore artificial metacognition concepts from an AAAI-2026 talk, examining the intersection of symbolic methods and deep learning for advancing AI self-awareness capabilities.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

PyReason and LAT Logic

Discover LAT Logic and PyReason through Syracuse University research on neuro-symbolic AI methods combining symbolic reasoning with deep learning approaches.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Reasoning about Object Recognition

Dive into object recognition reasoning, exploring embodied AI and metacognition concepts with insights from an expert in the field of neuro-symbolic artificial intelligence.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Machine Learning Integration with Knowledge Systems

Explore the intersection of symbolic methods and deep learning, focusing on integrating machine learning with knowledge-based approaches for advancing artificial intelligence.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Performance Measurement for Machine Learning

Master essential metrics and techniques for evaluating machine learning models, from accuracy assessment to advanced performance measurements in AI applications.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Introduction to PyReason: Pet Store Tutorial

Learn PyReason fundamentals through a practical pet store example, covering rules, facts, annotations, and execution in a hands-on demonstration of this neuro-symbolic AI tool.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Metacognition for Metal Price Spike Prediction with EDCR

Discover how AI metacognition techniques can predict precious metal price spikes using advanced EDCR methodology and neural-symbolic approaches.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Trajectory Generation via Abductive Inference

Discover how abductive inference enables efficient geospatial trajectory generation through innovative logical programming and deep learning approaches for AI advancement.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Uncertainty Quantification in Metacognition

Explore uncertainty quantification in metacognition and its applications in AI research, focusing on DARPA-funded efforts and advancements in neuro-symbolic approaches.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Prompt Engineering for Neuro-Symbolic AI - Part 2

Dive into advanced prompt engineering techniques, exploring the intersection of symbolic methods and deep learning for more effective AI interactions and development.

• YouTube
• 14 minutes
• Self-Paced
• Free Video