Podcast
Questions and Answers
What is the main idea behind Hebbian Learning?
What is the main idea behind Hebbian Learning?
- Strengthening synapses that are used more (correct)
- Randomly adjusting synaptic strengths
- Strengthening synapses that are not used
- Weakening synapses that are not used
What is a key characteristic of the Perceptron model of decision making?
What is a key characteristic of the Perceptron model of decision making?
- Utilizing fuzzy logic to make decisions
- Making decisions based on the weighted sum of inputs (correct)
- Weights that are not adjusted during learning
- Multiple thresholds for different inputs
In Machine Learning, how are synaptic strengths (weights) determined?
In Machine Learning, how are synaptic strengths (weights) determined?
- By finding optimal weights consistent with the given data (correct)
- By randomly assigning weights initially
- By keeping weights fixed throughout the learning process
- By weakening all synapses to start afresh
What is the purpose of training a perceptron?
What is the purpose of training a perceptron?
How does a perceptron change its output as weights are adjusted?
How does a perceptron change its output as weights are adjusted?
What academic background does Dr. Anand Jayaraman have?
What academic background does Dr. Anand Jayaraman have?
What is the main focus of the content mentioned?
What is the main focus of the content mentioned?
What is the primary function of a perceptron model?
What is the primary function of a perceptron model?
What term is used to refer to the fundamental units of biological neural networks?
What term is used to refer to the fundamental units of biological neural networks?
Who demonstrated that even pigeons have the ability to discriminate between paintings of different artists?
Who demonstrated that even pigeons have the ability to discriminate between paintings of different artists?
What is the best learning system known to us based on the text provided?
What is the best learning system known to us based on the text provided?
What triggers the release of neurotransmitter substances at the synapse?
What triggers the release of neurotransmitter substances at the synapse?
According to Hebbian learning, how does a synapse get strengthened?
According to Hebbian learning, how does a synapse get strengthened?
What role do synaptic strengths play in computational neurons?
What role do synaptic strengths play in computational neurons?
How do larger weights in computational neurons affect stimulation?
How do larger weights in computational neurons affect stimulation?
What causes excitation or inhibition in the dendrite of a post-synaptic neuron?
What causes excitation or inhibition in the dendrite of a post-synaptic neuron?
How does Hebbian learning affect synaptic connections in a neural network?
How does Hebbian learning affect synaptic connections in a neural network?
