Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle
Neurosymbolic Artificial Intelligence - DSA ADS Course 2023
DSA ADS Course 2023
This DSA ADS course is part of a series of courses that demonstrate how to use applied data science with high performance compute and high quality data to optimize decision making in real world scenarios.
Discuss application of neurosymbolic AI systems in potential real world scenarios.
Discuss neurosymbolic AI systems with logical reasoning and explainability via symbolic knowledge representation.
Consider trust, safety, interpretability and accountability of AI.
Data Science - Part XVII - Deep Learning & Image Processing
Neurosymbolic AI: The 3rd Wave
DSA ADS Course - 2021
Discuss neurosymbolic AI systems with logical reasoning and explainability via symbolic knowledge representation. Consider trust, safety, interpretability and accountability of AI.
Neurosymbolic AI: The 3rd Wave - 2020
Single Cortical Neurons as Deep Artificial Neural Networks
• Cortical neurons are well approximated by a deep neural network (DNN) with 5–8 layers
• DNN’s depth arises from the interaction between NMDA receptors and dendritic morphology
• Dendritic branches can be conceptualized as a set of spatiotemporal pattern detectors
• We provide a unified method to assess the computational complexity of any neuron type
What AI is and isn't - What AI can do, and what it cannot
Gary Marcus on Artificial Intelligence and Common Sense
Deep Learning for Predicting Human Strategic Behavior
Jason S Hartford · James R Wright · Kevin Leyton-Brown