7.20 & 7.21 - Recurrent Neural Networks Flashcards
1
Q
How are Hopfield Networks connected?
A
With symmetric weights and no self connections
2
Q
Can a Random Recurrent Neural Network have spontaneous dynamics?
A
Yes.
3
Q
The main method to read-out attractors from Echo State Networks is …
A
Linear regression of the output weights
4
Q
What is a dynamical repository?
A
It is a network that can have many different attractors that can be accessed via multiple parameterizations.
5
Q
What kinds of tasks can a RNN do?
A
Sequence Learning (e.g. word sequences), Sequence Generation , Sequence Classification (e.g., Language Parsing), Sensorimotor Transformations (for robot control),
