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Neural Networks Questions
Discuss how spatio network is used for speech recognition.
(class:
BE/BTech - Computer Science
)
Neural Networks
What is a neocognitron? With suitable diagram explain the cell S and C cell processing algorithm of neocognitron.
(class:
BE/BTech - Computer Science
)
Neural Networks
Explain the SOM learning algorithm in detail. How will you perform the ballistic movement of a robot arm using SOM?
(class:
BE/BTech - Computer Science
)
Neural Networks
What are the special features of ART networks? How pattern matching is done in ART1?
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the architecture and training process of Counter propogation network in detail.
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the concept of simulated annealing. How this is applied in Boltzman machine to overcome the drawbacks of Hopfield network. Also ngive the procedure for retrieving the stored vector with partial knowledge in Boltzmann machine.
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the structure and operation of continuous Hopfield network. & Construct an autoassociative BAM using the following training vectors. X1 = (1,-1,-1,1,-1,1)t and x2 = (1,1,1,-1,-1,-1)t . Determine the output using xo =(1,1,1,1,-1,1)t
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the generalized delta rule.
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the learning expressions in the back propagation network.
(class:
BE/BTech - Computer Science
)
Neural Networks
Explain the madaline architecture and describe the MR II learning algorithm. How madaline is used for translation invariant pattern recognition?
(class:
BE/BTech - Computer Science
)
Neural Networks
Solve the EXOR problem with perceptron.
(class:
BE/BTech - Computer Science
)
Neural Networks
Describe the biological neuron and brief the feature of artificial neural networks.
(class:
BE/BTech - Computer Science
)
Neural Networks
What are ‘S’ cells?
(class:
BE/BTech - Computer Science
)
Neural Networks
Define spatiotemporal pattern
(class:
BE/BTech - Computer Science
)
Neural Networks
State the significance of Mexican hat function in SOM.
(class:
BE/BTech - Computer Science
)
Neural Networks
Compare ART 1 and ART 2 (any 2)
(class:
BE/BTech - Computer Science
)
Neural Networks
What is an instar?
(class:
BE/BTech - Computer Science
)
Neural Networks
Draw any two activation functions.
(class:
BE/BTech - Computer Science
)
Neural Networks
Mention the special features of Boltzman machine.
(class:
BE/BTech - Computer Science
)
Neural Networks
How weights are initialized by BAM?
(class:
BE/BTech - Computer Science
)
Neural Networks
What is meant by learning rate parameter?
(class:
BE/BTech - Computer Science
)
Neural Networks
Draw the stimulated structure of a neuron.
(class:
BE/BTech - Computer Science
)
Neural Networks