This document discusses arithmetic and logic unit (ALU) operations in a computer system. It covers:
1) The ALU is the part of the computer that performs arithmetic and logical operations on data using basic digital logic gates. All other computer elements bring data to the ALU and return results.
2) Integer numbers can be represented in binary using sign-magnitude or twos-complement formats. Twos-complement is more commonly used as it allows for simpler addition and negation operations.
3) The document explains how integer addition, subtraction, multiplication and division are performed in binary using the various representation schemes through examples and flowcharts. Special cases and algorithms like Booth's method for multiplying negative numbers are also
FYBSC IT Digital Electronics Unit I Chapter I Number System and Binary Arithm...Arti Parab Academics
Number System:
Analog System, digital system, numbering system, binary number
system, octal number system, hexadecimal number system, conversion
from one number system to another, floating point numbers, weighted
codes binary coded decimal, non-weighted codes Excess – 3 code, Gray
code, Alphanumeric codes – ASCII Code, EBCDIC, ISCII Code,
Hollerith Code, Morse Code, Teletypewriter (TTY), Error detection
and correction, Universal Product Code, Code conversion.
index of all of the financial accounts in a company's general ledger. In shor...mayurjagdale4
index of all of the financial accounts in a company's general ledger. In short, it is an organizational tool that lists by category and line item all of the financial transactions that a company conducted during a specific accounting period
Computer Architecture refers to those attributes of a system that have a dire...mayurjagdale4
Computer Architecture refers to those attributes of a system that have a direct impact on
the logical execution of a program. Examples:
o the instruction set
o the number of bits used to represent various data types
o I/O mechanisms
o memory addressing techniques
FYBSC IT Digital Electronics Unit I Chapter I Number System and Binary Arithm...Arti Parab Academics
Number System:
Analog System, digital system, numbering system, binary number
system, octal number system, hexadecimal number system, conversion
from one number system to another, floating point numbers, weighted
codes binary coded decimal, non-weighted codes Excess – 3 code, Gray
code, Alphanumeric codes – ASCII Code, EBCDIC, ISCII Code,
Hollerith Code, Morse Code, Teletypewriter (TTY), Error detection
and correction, Universal Product Code, Code conversion.
index of all of the financial accounts in a company's general ledger. In shor...mayurjagdale4
index of all of the financial accounts in a company's general ledger. In short, it is an organizational tool that lists by category and line item all of the financial transactions that a company conducted during a specific accounting period
Computer Architecture refers to those attributes of a system that have a dire...mayurjagdale4
Computer Architecture refers to those attributes of a system that have a direct impact on
the logical execution of a program. Examples:
o the instruction set
o the number of bits used to represent various data types
o I/O mechanisms
o memory addressing techniques
Inductive programming incorporates all approaches which are concerned with learning programs or algorithms from incomplete (formal) specifications. Possible inputs in an IP system are a set of training inputs and corresponding outputs or an output evaluation function, describing the desired behavior of the intended program, traces or action sequences which describe the process of calculating specific outputs, constraints for the program to be induced concerning its time efficiency or its complexity, various kinds of background knowledge such as standard data types, predefined functions to be used, program schemes or templates describing the data flow of the intended program, heuristics for guiding the search for a solution or other biases.
Output of an IP system is a program in some arbitrary programming language containing conditionals and loop or recursive control structures, or any other kind of Turing-complete representation language.
In many applications the output program must be correct with respect to the examples and partial specification, and this leads to the consideration of inductive programming as a special area inside automatic programming or program synthesis, usually opposed to 'deductive' program synthesis, where the specification is usually complete.
In other cases, inductive programming is seen as a more general area where any declarative programming or representation language can be used and we may even have some degree of error in the examples, as in general machine learning, the more specific area of structure mining or the area of symbolic artificial intelligence. A distinctive feature is the number of examples or partial specification needed. Typically, inductive programming techniques can learn from just a few examples.
The diversity of inductive programming usually comes from the applications and the languages that are used: apart from logic programming and functional programming, other programming paradigms and representation languages have been used or suggested in inductive programming, such as functional logic programming, constraint
programming, probabilistic programming
Research on the inductive synthesis of recursive functional programs started in the early 1970s and was brought onto firm theoretical foundations with the seminal THESIS system of Summers[6] and work of Biermann.[7] These approaches were split into two phases: first, input-output examples are transformed into non-recursive programs (traces) using a small set of basic operators; second, regularities in the traces are searched for and used to fold them into a recursive program. The main results until the mid 1980s are surveyed by Smith.[8] Due to
The manual introduces the reader to the logic of arithmetic operations in computers, the logics of Boolean and Zhegalkin, the logic of decomposition, research and minimization of Boolean functions, the logic of temporal and recurrent Boolean functions, the theory of automata and regular operations, and on their basis the logic of building various computers computer circuits. Considerable attention is paid to the correct application of precise notations, definitions, simplified proof of theorems, logic and algorithms for building computer circuits.
FYBSC IT Digital Electronics Unit I Chapter II Number System and Binary Arith...Arti Parab Academics
Binary Arithmetic:
Binary addition, Binary subtraction, Negative number representation,
Subtraction using 1’s complement and 2’s complement, Binary
multiplication and division, Arithmetic in octal number system,
Arithmetic in hexadecimal number system, BCD and Excess – 3
arithmetic.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
2. Arithmetic & Logic Unit (ALU)
Part of the computer that actually performs
arithmetic and logical operations on data
All of the other elements of the computer system
are there mainly to bring data into the ALU for it to
process and then to take the results back out
Based on the use of simple digital logic devices
that can store binary digits and perform simple
Boolean logic operations
5. Integer Representation
In the binary number system arbitrary numbers can be
represented with:
▪ The digits zero and one
▪ The minus sign (for negative numbers)
▪ The period, or radix point (for numbers with a fractional component)
For purposes of computer storage and processing we do not have
the benefit of special symbols for the minus sign and radix point
Only binary digits (0,1) may be used to represent numbers
6. Sign-Magnitude Representation
Left most bit is sign bit
0 means positive
1 means negative
Drawbacks:
▪ Need to consider both sign and magnitude in arithmetic
▪ Two representations of zero (+0 and -0)
Rarely used in implementing the integer portion of the ALU
7. Twos Complement Representation
Uses the most significant bit as a sign bit
Differs from sign-magnitude representation in the way that the other bits
are interpreted
9. Benefits
One representation of zero
Arithmetic works easily (see later)
Negating is fairly easy
▪ 3 = 00000011
▪ Boolean complement gives 11111100
▪ Add 1 to LSB 11111101
10. Range Extension
Range of numbers that can be expressed is extended by
increasing the bit length
In sign-magnitude notation this is accomplished by moving the
sign bit to the new leftmost position and fill in with zeros
This procedure will not work for twos complement negative
integers
▪Rule is to move the sign bit to the new leftmost position and fill in with
copies of the sign bit
▪For positive numbers, fill in with zeros, and for negative numbers, fill in
with ones
▪This is called sign extension
11. Fixed-Point Representation
The radix point (binary point)
is fixed and assumed to be to
the right of the rightmost digit
Programmer can use the
same representation for
binary fractions by scaling the
numbers so that the binary
point is implicitly positioned
at some other location
13. Negation(Twos Complement)
Twos complement operation
▪ Take the Boolean complement of each bit of the integer (including the sign bit)
▪ Treating the result as an unsigned binary integer, add 1
The negative of the negative of that number is itself:
+18 = 00010010 (twos complement)
bitwise complement = 11101101
+ 1
11101110 = -18
-18 = 11101110 (twos complement)
bitwise complement = 00010001
+ 1
00010010 = +18
15. OVERFLOW RULE:
If two numbers are added, and they are both positive or
both negative, then overflow occurs if and only if the result
has the opposite sign.
16. Negation Special Case 1
0 = 00000000 (twos complement)
Bitwise complement = 11111111
Add 1 to LSB + 1
Result 100000000
Overflow is ignored, so:
- 0 = 0
17. Negation Special Case 2
-128 = 10000000 (twos complement)
Bitwise complement = 01111111
Add 1 to LSB + 1
Result 10000000
So:
-(-128) = -128 X
Monitor MSB (sign bit)
It should change during negation
18. SUBTRACTION RULE:
Rules:
1. To subtract one number (subtrahend) from another
(minuend)
2. Take the twos complement (negation) of the subtrahend
3. And add it to the minuend.
26. Multiplying Negative Numbers
This does not work!
Solution 1
▪ Convert to positive if required
▪ Multiply as above
▪ If signs were different, negate answer
Solution 2
▪ Booth’s algorithm