Advocacy: Promoting Rights (HSC SSCE Community and Family Studies): Flashcards
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What are neural networks inspired by?
What are neural networks inspired by?
They are inspired by biological neural networks in brains.
What are the basic units of neural networks called?
What are the basic units of neural networks called?
The basic units are called neurons.
What do weights in neural networks determine?
What do weights in neural networks determine?
Weights determine the strength of connections between neurons.
What is the purpose of activation functions?
What is the purpose of activation functions?
They apply non-linear transformations to inputs.
What is a feedforward neural network?
What is a feedforward neural network?
It's a network where information flows one direction only.
What do CNNs specialize in processing?
What do CNNs specialize in processing?
CNNs specialize in processing grid-like data, like images.
What is the function of LSTM in RNNs?
What is the function of LSTM in RNNs?
LSTM captures long-term dependencies in sequential data.
What is backpropagation in neural networks?
What is backpropagation in neural networks?
It's the learning process involving forward and backward passes.
Why can't a single-layer perceptron solve XOR?
Why can't a single-layer perceptron solve XOR?
XOR is not linearly separable, needing hidden layers.
What is the role of neurons in the nervous system?
What is the role of neurons in the nervous system?
Neurons transmit signals throughout the body.