Deep Learning (Introduction to Cognitive Science)

What is one major limitation of deep learning regarding generalization?

Deep Neural Networks lack creativity

What is the relationship between Deep Learning and Relational Reasoning?

What type of AI is associated with higher-level thought compared to deep learning?

Another task Deep Learning is good at?

They are hard to debug

Which answer is true regarding how deep learning compares to the human brain?

Deep learning models often confuse causation with what?

Which of the following tasks is DL good at?

What aspect does deep learning lack compared to classical programming?

DL is good at semantics, bad at syntax

DL is good at solving mathematical equations

DL is good at perception-like processes

What does deep learning primarily rely on for training?

Deep Neural Networks cannot separate variables from fillers

What is Deep Learning (DL) primarily a revival of?

Which of the following patterns has Google Brain been known to recognize?

DL is good in situations with flexible rules (e.g., the stock market).

They are transparent in their operations