Deep learning question Bank

Introduction to Neural Network

1. Explain about biological neuron. 
2.  Explain Feedforward Neural Network Architecture.
3. What is peceptron?
4. Explain about the Perceptron training algorithms
5. The McCulloch-Pitts Neuron
6. Threshold Logic Unit 
7. step function activation function
8. logistic sigmoid function
9.  Mathematical Problems of feedforward neural network 
10. Applications of neural network
11. Explain Backpropagation Learning Algorithm,

Unit 2:

Convolutional Neural Networks

Activation functions in Neural Networks

Explain the basic architecture and algorithm of discrete Hopfield networks.

Boltzmann Machine

Restricted Boltzmann Machines

Popular types of activation functions and when to use them

1. Binary Step
2. Linear
3. Sigmoid
4. Tanh
5. ReLU
6. Leaky ReLU
7. Parameterised ReLU
8. Exponential Linear Unit
9. Swish
10. Softmax

DBMS LAB

Experiment Number 2:-Road way travels E-R Diagrams

Experiment Number 3:-DDL commands

Experiment Number 4:-DML COMMANDS

Experiment Number 5:-SINGLE ROW FUNCTIONS

Experiment Number 6-PL/SQL (CHECK THE GIVEN NO IS PRIME OR NOT)

Experiment Number 7:-CURSORS(CALCULATING INTEREST FOR FIXED DEPOSIT AMOUNT USING CURSORS)

Experiment Number 8:-Functions (CHECK WHETHER A NUMBER IS ARMSTRONG OR NOT USING FUNCTIONS)

Experiment Number 9:-BANKING APPLICATION USING PROCEDURES

Refer:-https://www.jayaramcet.edu.in/2014/ITDeptNAAC/ITDeptNAAC/QB/II%20IT/DBMS%20LAB%20MANUAL.pdf

 

What is the Difference between 8051, PIC, AVR and ARM?

ARM MCQ

ARM MCQ

interface a stepper motor with microcontroller

	Draw the diagram to interface a stepper motor with 8051 microcontroller and explain. Write an 8051 assembly language program to run the stepper motor in both forward and reverse direction with delay.
	Explain 8051 interface with stepper motor?
	Write any four application of stepper motor? How is microcontroller interfaced with stepper motor?
	Explain the working of microprocessor based stepper motor control with suitable circuit diagram

Theory Questions on 8051

Q.1 Explain the Pin Diagram of 8051.

Q.2 Explain the block diagram of 8051 Microcontroller.

Q.3 Explain the ports of 8051 microcontroller.

Q.4 Explain interrupt system of 8051

Q.5 List the addressing modes of 8051?

Q.6 Draw the bit pattern of Program Status Word of 8051 and explain the significance of each bit with examples.

Embedded System

Test -II

irist.iust.ac.ir/files/ee/pages/az/mazidi.pdf

Feedback 2017-18

Sem-III

Sem-V

Sem-VI

The Advantages and Disadvantages of RISC and CISC

The Advantages of RISC architecture

• RISC(Reduced instruction set computing)architecture has a set of instructions, so high-level language compilers can produce more efficient code
• It allows freedom of using the space on microprocessors because of its simplicity.
• Many RISC processors use the registers for passing arguments and holding the local variables.
• RISC functions use only a few parameters, and the RISC processors cannot use the call instructions, and therefore, use a fixed length instruction which is easy to pipeline.
• The speed of the operation can be maximized and the execution time can be minimized.
  Very less number of instructional formats, a few numbers of instructions and a few addressing modes are needed.

The Disadvantages of RISC architecture

• Mostly, the performance of the RISC processors depends on the programmer or compiler as the knowledge of the compiler plays a vital role while changing the CISC code to a RISC code
• While rearranging the CISC code to a RISC code, termed as a code expansion, will increase the size. And, the quality of this code expansion will again depend on the compiler, and also on the machine’s instruction set.
• The first level cache of the RISC processors is also a disadvantage of the RISC, in which these processors have large memory caches on the chip itself. For feeding the instructions, they require very fast memory systems.

Advantages of CISC architecture

• Microprogramming is easy assembly language to implement, and less expensive than hard wiring a control unit.
• The ease of microcoding new instructions allowed designers to make CISC machines upwardly compatible:
• As each instruction became more accomplished, fewer instructions could be used to implement a given task.

Disadvantages of CISC architecture

• The performance of the machine slows down due to the amount of clock time taken by different instructions will be dissimilar
• Only 20% of the existing instructions is used in a typical programming event, even though there are various specialized instructions in reality which are not even used frequently.
• The conditional codes are set by the CISC instructions as a side effect of each instruction which takes time for this setting – and, as the subsequent instruction changes the condition code bits – so, the compiler has to examine the condition code bits before this happens.

Embedded System

Embedded System Unit 1 Question Bank1 (15 Questions)

The Advantages and Disadvantages of RISC and CISC

What is a SoC (System on a Chip)?What are the common uses of SoCs?Which are the usual components of a SoC?What are the advantages and disadvantages of a SoC?

irist.iust.ac.ir/files/ee/pages/az/mazidi.pdf (TEST-II)

Theory Questions of 8 bit Microcontoller (8051)

Real Time Operating System

ARM Processor MCQ

1. Differentiate between Harvard and von Neumann architecture. 

2.What is the Difference between 8051, PIC, AVR and ARM?

3. Define ARM processor. Explain advanced ARM features? 

4. Draw the format of ARM data processing instructions

5. Explain the various data operations in ARM. 

Interfacing :-

1.External RAM 2. LCD 3.KEYBOARD  4.ADC 5.Stepper Motor 6.DAC

With the diagram explain how 8051 interfaced to external memory.