Beginner
Artificial Intelligence & Machine Learning
Q20 / 100
What is a recurrent neural network (RNN)?
Correct! Well done.
Incorrect.
The correct answer is B) A neural network with connections forming cycles, enabling processing of sequential data by maintaining hidden state across time steps
B
Correct Answer
A neural network with connections forming cycles, enabling processing of sequential data by maintaining hidden state across time steps
Explanation
RNNs process sequences by passing hidden state h_t = f(h_{t-1}, x_t) through time. Challenges: vanishing/exploding gradients. LSTMs and GRUs solve this with gating mechanisms.
Progress
20/100