Which AI model architecture is known for its ability to handle long-range dependencies in sequences, overcoming limitations of basic RNNs?

Quiz Options

• Convolutional Neural Networks (CNNs)
• Long Short-Term Memory (LSTM) networks
• Generative Adversarial Networks (GANs)
• Autoencoders

Explanation & Context

LSTMs are a type of Recurrent Neural Network (RNN) specifically designed to avoid long-term dependency problems by using gating mechanisms.