1. For what purpose, hamming network is suitable?

A . classification

B . association

C . pattern storage

D . none of the mentioned

Answer

2. What does the activation value of winner unit is indicative of?

A . greater the degradation more is the activation value of winning units

B . greater the degradation less is the activation value of winning units

C . greater the degradation more is the activation value of other units

D . greater the degradation less is the activation value of other units

Answer

3.What does the matching score at first layer in recognition hamming network is indicative of?

A . dissimilarity of input pattern with patterns stored

B . noise immunity

C . similarity of input pattern with patterns stored

D . none of the mentioned

Answer

4. What is the objective of feature maps?

A . to capture the features in space of input patterns

B . to capture just the input patterns

C . update weights

D . to capture output patterns

Answer

5.How are weights updated in feature maps?

A . updated for winning unit only

B . updated for neighbours of winner only

C . updated for winning unit and its neighbours

D . none of the mentioned

Answer

6. In self organizing network, how is layer connected to output layer?

A . some are connected

B . all are one to one connected

C . each input unit is connected to each output unit

D . none of the mentioned

Answer

7. What is true for competitive learning?

A . nodes compete for inputs

B . process leads to most efficient neural representation of input space

C . typical for unsupervised learning

D . all of the mentioned

Answer

8. Use of nonlinear units in the feedback layer of competitive network leads to concept of?

A . feature mapping

B . pattern storage

C . pattern classification

D . pattern clustering

Answer

9. Kohonen self-organizing map referred to

A . The process of finding the right formal representation of a certain body of knowledge in order to represent it in a knowledge-based system

B . It automatically maps an external signal space into a system’s internal representational space. They are useful in the performance of classification tasks

C . A process where an individual learns how to carry out a certain task when making a transition from a situation in which the task cannot be carried out to a situation in which the same task under the same circumstances can be carried out.

D . None of these

Answer

10. Vector quantization is used for

A . Lossy data compression

B . Lossy data correction

C . Pattern recognition

D . All of the above

Answer

11. Vector quantization is used in

A . Video coding

B . Audio coding

C . Speech coding

D . All of the above

Answer

12. Characteristic of a vector quantizer

A . Multiple quantization indexes are represented by one codeword

B . Each input symbol is represented by a fixed-length codeword

C . Multiple input symbols are represented by one quantization index

D . All of the above

Answer

---

Relevant Materials :

☞ Neural Networks and Deep Learning-Unit-1 Objective Type Questions - [ NNDL ]

☞ Neural Networks and Deep Learning-Unit-2 Objective Type Questions - [ NNDL ]

☞ Neural Networks and Deep Learning-Unit-3 Objective Type Questions - [ NNDL ]

☞ Neural Networks and Deep Learning-Unit-4 Objective Type Questions - [ NNDL ]

---

Similar Materials :

☞ R - Programming MCQs - Unit-1 - [ R-Programming ]

☞ R - Programming MCQs - Unit-2 - [ R-Programming ]

☞ R - Programming MCQs - Unit-3 - [ R-Programming ]

☞ R - Programming MCQs - Unit-4 - [ R-Programming ]

☞ R - Programming MCQs - Unit-5 - [ R-Programming ]

☞ Formal Languages and Automata Theory (FLAT) MCQs - Unit-1 - [ FLAT ]

☞ Formal Languages and Automata Theory (FLAT) MCQs - Unit-2 - [ FLAT ]

☞ Formal Languages and Automata Theory (FLAT) MCQs - Unit-3 - [ FLAT ]

☞ Formal Languages and Automata Theory (FLAT) MCQs - Unit-4 - [ FLAT ]

☞ Formal Languages and Automata Theory (FLAT) MCQs - Unit-5 - [ FLAT ]

☞ PPS MCQs - Unit-1 - [ PPS ]

☞ PPS MCQs - Unit-2 - [ PPS ]

☞ PPS MCQs - Unit-3 - [ PPS ]

☞ PPS MCQs - Unit-4 - [ PPS ]

☞ PPS MCQs - Unit-5 - [ PPS ]

☞ Object Oriented Programming through Java MCQs - Unit-1 - [ OOP_JAVA ]

☞ Object Oriented Programming through Java MCQs - Unit-2 - [ OOP_JAVA ]

☞ Object Oriented Programming through Java MCQs - Unit-3 - [ OOP_JAVA ]

☞ Object Oriented Programming through Java MCQs - Unit-4 - [ OOP_JAVA ]

☞ Object Oriented Programming through Java MCQs - Unit-5 - [ OOP_JAVA ]

☞ Design and Analysis of Algorithms MCQs - Unit-1 - [ DAA ]

☞ Design and Analysis of Algorithms MCQs - Unit-2 - [ DAA ]

☞ Design and Analysis of Algorithms MCQs - Unit-3 - [ DAA ]

☞ Design and Analysis of Algorithms MCQs - Unit-4 - [ DAA ]

☞ Design and Analysis of Algorithms MCQs - Unit-5 - [ DAA ]

☞ Software Engineering MCQs - Unit-1 - [ SE ]

☞ Software Engineering MCQs - Unit-2 - [ SE ]

☞ Software Engineering MCQs - Unit-3 - [ SE ]

☞ Software Engineering MCQs - Unit-4 - [ SE ]

☞ Software Engineering MCQs - Unit-5 - [ SE ]

☞ Data Mining MCQs - Unit-1 - [ DM ]

☞ Data Mining MCQs - Unit-2 - [ DM ]

☞ Data Mining MCQs - Unit-3 - [ DM ]

☞ Data Mining MCQs - Unit-4 - [ DM ]

☞ Data Mining MCQs - Unit-5 - [ DM ]

☞ Computer Organization and Architecture (COA) Objective Question Bank-Unit-1 - [ COA ]

☞ Computer Organization and Architecture (COA) Objective Question Bank-Unit-2 - [ COA ]

☞ Computer Organization and Architecture (COA) Objective Question Bank-Unit-3 - [ COA ]

☞ Computer Organization and Architecture (COA) Objective Question Bank-Unit-4 - [ COA ]

☞ Computer Organization and Architecture (COA) Objective Question Bank-Unit-5 - [ COA ]

☞ Data Structures Objective Type Question Bank-Unit-1 - [ DS ]

☞ Data Structures Objective Type Question Bank-Unit-2 - [ DS ]

☞ Data Structures Objective Type Question Bank-Unit-3 - [ DS ]

☞ Data Structures Objective Type Question Bank-Unit-4 - [ DS ]

☞ Data Structures Objective Type Question Bank-Unit-5 - [ DS ]

☞ Database Management System Objective Type Question Bank-Unit-1 - [ DBMS ]

☞ Database Management System Objective Type Question Bank-Unit-2 - [ DBMS ]

☞ Database Management System Objective Type Question Bank-Unit-3 - [ DBMS ]

☞ Database Management System Objective Type Question Bank-Unit-4 - [ DBMS ]

☞ Database Management System Objective Type Question Bank-Unit-5 - [ DBMS ]