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Questions and Answers
What is the main technique used for adjusting the connection weights in artificial neural networks?
What is the main technique used for adjusting the connection weights in artificial neural networks?
- Perceptrons
- Backpropagation (correct)
- Gradient descent
- Multi-layer networks
What is the approximate number of connections (synapses) per neuron in the human brain?
What is the approximate number of connections (synapses) per neuron in the human brain?
- ~104–105 (correct)
- 0.1 secs
- ~1010
- > 10-3 secs
In artificial neural networks, what type of input is typically handled?
In artificial neural networks, what type of input is typically handled?
- Real-valued and unweighted
- Binary and unweighted
- Low-dimensional discrete
- High-dimensional discrete or real-valued (correct)
What defines the usefulness of neural networks in applications?
What defines the usefulness of neural networks in applications?
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What allows artificial neural networks to carry out highly parallel, distributed processing?
What allows artificial neural networks to carry out highly parallel, distributed processing?
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