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Computer Science Subjects Important 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

  How many bits of storage are required for the tag array of 32-KB cache with 256-byte cache lines and four-way-set-associativity if the cache is write-back but does not require any additional bits of data in the tag array to implement the write-back policy? Assume that the system containing the cache uses 32-bit addresses.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Explain why poor load balancing leads to less than linear speedup.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Use IEEE single-precision floating point numbers to compute the following quantities:0.125*8
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Use IEEE single-precision floating point numbers to compute the following quantities:13.25 + 4.5
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Give two examples of problems that could occur if a computer allowed user programs to access I/O devices directly, rather than requiring them to go thrugh the operating system.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Explain in detail how Direct Memory Access system works by taking a suitable example showing the various stages.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  Discuss Booth Multiplication algorithm with the help of suitable example.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

  How many characters per second can be transmitted over a 1200-baud line in each of the following modes considering a character code of 8-bit:Asynchronous serial transmission with 2 stop bit.
(class: BE/BTech - Computer Science )    Advanced Computer Architectures

    

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