All Questions
Tagged with difference or comparison
458 questions
4
votes
2
answers
275
views
Are there any learning algorithms as powerful as "deep" architectures?
This article suggests that deep learning is not designed to produce the universal algorithm and cannot be used to create such a complex systems.
First of all it requires huge amounts of computing ...
- 10.5k
3
votes
2
answers
109
views
How to distinguish AI modeling from implementation?
Quote from this Eric's meta post about modelling and implementation:
They are not exactly the same, although strongly related. This was a very difficult lesson to learn among mathematicians and early ...
- 10.5k
3
votes
1
answer
535
views
What are the main differences between a deep Boltzmann machine and a deep belief network?
What are the main differences between a deep Boltzmann machine (DBM) (a recurrent neural network) and a deep belief network (which is based on RBMs)?
- 10.5k
10
votes
2
answers
3k
views
What's the difference between hyperbolic tangent and sigmoid neurons?
Two common activation functions used in deep learning are the hyperbolic tangent function and the sigmoid activation function. I understand that the hyperbolic tangent is just a rescaling and ...
- 410
31
votes
2
answers
1k
views
How is a deep neural network different from other neural networks?
How is a neural network having the "deep" adjective actually distinguished from other similar networks?
- 10.5k
1
vote
1
answer
161
views
What is the relation between optimality theory and AI?
How do the basic components optimality theory apply to artificial intelligence?
How is optimality theory related to neural network research?
- 253
50
votes
3
answers
24k
views
What is the difference between strong-AI and weak-AI?
I've heard the terms strong-AI and weak-AI used. Are these well defined terms or subjective ones? How are they generally defined?
- 2,523
104
votes
9
answers
17k
views
What is the difference between artificial intelligence and machine learning?
These two terms seem to be related, especially in their application in computer science and software engineering.
Is one a subset of another?
Is one a tool used to build a system for the other?
What ...
- 1,335