IV B.Tech I Semester Supplementary Examinations, April/May 2005 NEURAL NETWORKS ( Common to Electronics & Communication Engineering, Computer Science & Engineering, Information Technology, Computer Science & Systems Engineering and Electronics & Telematics) Time: 3 hours Max Marks: 80 Answer any FIVE Questions All Questions carry equal marks ????? 1. (a) Explain about biological neuron with neat diagram ? (b) Explain in detail the properties of biological neuron. (c) Compare: biological neuron and Artificial neuron ? 2. Compare the similarities and differences between single layer and multi layer perceptrons and also discuss in what aspects multi layer perceptrons are advantageous over single layer perceptrons. 3. Explain the backpropagation algorithm and derive the expressions for weight update relations? 4. What are the modes of operation of a Hopfield network? Explain the algorithm for storage of information in a Hopfield network. Similarly explain the recall algorithm. 5. Explain the Kohonen’s method of unsupervised learning. Discuss any example as its application. 6. (a) Explain bidirectional associative memories using suitable examples for storage algorithms. (b) The weight matrix W for a network with bipolar discrete binary neurons is given as 0 1 −1 −1 −3 1 0 1 1 −1 −1 0 3 1 W= Ω −1 1 −1 1 3 0 1 −3 −1 1 1 0 Knowing that the thresholds and external inputs of neurons are zero, compute t the t values of energy for v= −1 1 1 1 1 and v= −1 −1 1 −1 −1 7. (a) ART network exploits in full one of the inherent advantages of neural computing technique, namely parallel processing Explain. (b) Describe the architecture and operation of ART2 network. 8. Explain the concept of pattern recognition and how artificial neural network is helping in the pattern recognition problems.. ????? 1 of 1
NR410405 IV B.Tech I Semester Supplementary Examinations, April ...
What are the modes of operation of a Hopfield network? Explain the algorithm for storage of information in a Hopfield network. Similarly explain the recall algo-.
(a) What is Redundancy? Explain the different types of Redundancy operation with LCU. (b) explain the operation of: i. Operator interface. ii. Engineer interface.
(b) Briefly explain the shift instructions also give the examples. 4. Write a procedure SOLUTION that will use the arithmetic operators procedures to evaluate the ...
let us make a rough estimate of its role. For this assume isothermal operations in a 2.5-cm ID tubular reactor, using a Reynolds number of 10 000 for flowing fluid. The cracking reaction is approximately first order. If calculations show that 99% dec
With an example explain the distributed transparency for read-only application. 2. ... Discuss the catalog management in distributed databases. 6. What is the ...
(b) Sketch the bevel protractor and explain the various elements of it. 3. (a) Explain the following terms with respect to surface measurements. i. Lay ii. CLA iii.
(a) List and explain the metrics for the analysis model. (b) Describe the metrics for ... (a) Describe the object oriented design landscape. (b) What are design ...
What is a hot blast cupola? With a neat sketch describe the construction and operation of hot blast cupola. Explain the reactions those take place in the above.
iv. Minimum sampling rate v. aperture time required for the AD converter vi. Dynamic range of conversion in dB. 8. (a) Explain in detail abut analog multiplexing.
alternator affects the performance of the differential protection of the three phase · stator. b) Describe how protection is provided in large turbo alternators against ...
(b) Can a second end check point record be encountered during analysis phase? (c) Why is the use of CLRS important for the use of UNDO actions that are not.
(a) Explain tree testing of prosthetic heart valve using a pulse duplicator. (b) Discuss the ... Explain with diagram, the types of exchangers used in artificial kidney.
(b) What is pretreatment required for sea water to be treated by electro dialysis? (c) Explain the conventional methods that could be employed for the treatment.
7.a) Explain the working principle of a simple accelerometer and vibrometer. b) Define the term gauge factor of strain gauge and strain gauge Rosetle. How are.
Find the loss of stress due to creep of concrete. (b) A concrete beam is prestressed by a cable carrying an initial prestressing force of 335kN. The cross sectional ...
NR. IV B.Tech I Semester Supplementary Examinations, November 2005 ... NR size is smaller than the fiber core, and the small gap between the source and.
RELIABILITY & SAFETY ENGINEERING · (Electronics & Control Engineering) ... (a) Explain the following terms in connection with reliability evaluation. [2+3].
NR. IV B.Tech I Semester Supplementary Examinations, November 2005 ... 3. Analyse the following frame using stiffness method. EI constant. (figure 3) [16].
What do you understand by Non-destructive testing techniques? List various tech- · nique of NDT and explain any three of them · [16]. 8. Write short notes on the ...