12 Questions
Which activation function is commonly used in Convolutional Neural Networks (CNNs)?
ReLU
What distinguishes Unsupervised Learning from Supervised Learning?
Comprehension of data structure without guidance
What task is often associated with Reinforcement Learning?
Game playing
Which type of learning is commonly used in clustering and association?
Unsupervised learning
What distinguishes a Convolutional Neural Network (CNN) from other types of Neural Networks?
Its specialized architecture for image processing
What is the primary focus of unsupervised learning?
Comprehending data structure
What is the primary focus of Convolutional Neural Networks (CNNs)?
Image analysis
Which layer of a Neural Network is responsible for learning hierarchical features from input images?
Hidden layer
In the context of Neural Networks, what does the 'Teacher' refer to?
Provider of desired outputs for learning
What distinguishes Reinforcement Learning from other types of learning?
Involves rewards or penalties as feedback
Which Neural Network type is specifically tailored for handling contextual dependencies effectively?
Recurrent Neural Networks (RNN)
What characteristic makes Long Short-Term Memory Networks (LSTMs) stand out in the field of Neural Networks?
"Long-term memory" capabilities
Test your knowledge of Neural Networks with this quiz focusing on topics such as computational models, interconnected units, layers, and learning techniques. Identify correct answers related to the functioning and structure of Neural Networks.
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