A1 - RLAC (2008-09) by Luciano Gualà1 Logic Circuits and Computer Architecture Appendix A Digital...

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RLAC (2008-09) by Luciano Gu alà 1 A1 - Logic Circuits and Computer Architecture Appendix A Digital Logic Circuits Part 1: Combinational Circuits and Minimization
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Transcript of A1 - RLAC (2008-09) by Luciano Gualà1 Logic Circuits and Computer Architecture Appendix A Digital...

RLAC (2008-09) by Luciano Gualà 1A1 -

Logic Circuits and Computer Architecture

Appendix ADigital Logic Circuits

Part 1: Combinational Circuitsand Minimization

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Digital System

• Takes a set of discrete information inputs and discrete internal information (system state) and generates a set of discrete information outputs

System State

DiscreteInformationProcessingSystem

DiscreteInputs Discrete

Outputs

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Basic circuits

• Combinational without memory, stateless Output = Function(Input)

• Sequential with memory, state dependent behaviour State = Function (State, Input) Output = Function (State) or Function (State, Input) It can be:

• Synchronous: state updated at discrete times• Asynchronous: State updated at any times

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Digital System Example:

Combinational Circuit

A B

A + B Inputs: Representation of A and B

Outputs: Representation of A+ B

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Digital System Example:

A Digital Counter (e. g., odometer):

1 30 0 5 6 4Count Up

Reset

Inputs: Count Up, Reset Outputs: Visual Display State: "Value" of stored digits

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Information Representation - Signals

• Information variables represented by physical quantities (signals) 

• For digital systems, the variables take on discrete values

• Two level, or binary values are the most prevalent values in digital systems 

• Binary values are represented abstractly by: digits 0 and 1 words (symbols) False (F) and True (T) words (symbols) Low (L) and High (H) and words On and Off

• Binary values are represented by values or ranges of values of physical quantities

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Signal Examples Over Time

Analog

Asynchronous

Synchronous

Time

Continuous in value &

time

Discrete in value & continuous

in time

Discrete in value &

time

Digital

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Signal Example – Physical Quantity: Voltage

Threshold Region

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• What are other physical quantities represent 0 and 1? CPU Disk CD Dynamic RAM

Binary Values: Other Physical Quantities

Magnetic Field DirectionSurface Pits/Light

Electrical Charge

voltage

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Information processing

• by means of boolean gates• a boolean gate implements simple

boolean operations (see later)• basic gates:

AND, OR, NOT

• gates are used to build circuits

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Number Systems – Representation Positive radix, positional number systems

• A number with radix r is rapresented by a string of digits: A=an-1an-2…a1a0 .a-1,a-2,…,a-m

0 ai < r

“.” is the radix point

• Its (decimal) value is:

11

0 mjj

jn

ii

i ararA

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General Decimal Binary

Radix (Base)

r 10 2

Digits 0 => r - 1 0 => 9 0 => 1

0123

4 5

-1-2-3-4-5

r0

r1

r2

r3

r4

r5

r -1

r -2

r -3

r -4

r -5

110

1001000

10,000100,000

0.10.01

0.0010.0001

0.00001

1248

16320.5

0.250.1250.0625

0.03125

Number Systems – Examples

powers of

radix

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Case r =2

• Let A=an-1an-2…a1a0 .a-1,a-2,…,a-m be a string of bits (binary digit)

• Its (decimal) value is:

11

0

22mj

jj

n

ii

i aaA

Example:1001.1011 = 23 + 20 +2-1 + 2-3 + 2-4 =9.6875

2-1 2-2 2-3 2-4 2-5

0.5 0.250 0.125 0.0625 0.03125

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00010203040506070809101112131415

0000000100100011010001010110011110001001101010111100110111101111

00010203040506071011121314151617

0123456789ABCDEF

Decimalr =10

Binaryr =2

Octalr =8

Hexadecimalr =16

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Decimal to binary conversion

• Represent (111.6875)10 in pure binary

Idea:• Convert the integer part into • Convert the fractional part into • Result: .

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Conversion of integer part

• Represent (111)10 in pure binary• Repeat division by 2

111:2= 55 remainder 1 55:2= 27 remainder 1 27:2= 13 remainder 1 13:2= 6 remainder 1 6:2= 3 remainder 0 3:2= 1 remainder 1 1:2= 0 remainder 1

• RESULT: 1101111• N.B.: Result bits are produced in reverse order

Least Significant Bit(LSB)

Most Significant Bit(MSB)

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• Iterate multiplication taking the integer parts• Binary representation for 0.6875 ?

0.6875 x 2 = 1.375 take 10.375 x 2 = 0.75 take 00.750 x 2 = 1.5 take 1

0.5 x 2 = 1.0 take 1• Result: 0.1011• N.B.: Result bits here are produced MSB to LSB• the procedure sometimes does not converge

stop when the desired precision is reached

(111.6875)10 = (1101111.1011)2

Conversion of fractional part

LSB

MSB

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Boolean Algebra

•A useful mathematical system for specifying and transforming logic functions

•We study Boolean algebra as a foundation for designing and analyzing digital systems!

•Named from George Boole

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George Boole (1815-1864)

An Investigation of the Laws of Thought, on Which are founded the Mathematical Theories of Logic and Probabilities (1854)

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Claude Shannon(1916-2001)

A Symbolic Analysis of Relay and Switching Circuits (1938)

ENIAC (Electronic Numerical Integrator And Calculator) (1946)

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Boolean Algebra

• Boolean Algebra deals with Binary variables take on one of two values. Logical operators operate on binary values and

binary variables

• the two binary values have different names: True/False On/Off Yes/No 1/0

• Basic logical operators are the logic functions AND, OR and NOT

• Logic gates implement logic functions

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Logical Operations

• The three basic logical operations are: AND , OR, NOT

• AND is denoted by a dot (·). • OR is denoted by a plus (+).• NOT is denoted by an overbar ( ¯ ), a single

quote mark (') after, or (~) before the variable• Intended meaning (for humans - Laws of

Thought) AND: both inputs are true OR: at least one input is true NOT: negate the input

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• Examples: Y = AB is read “Y is equal to A AND B.” z = x+y is read “z is equal to x OR y.” X=A’ is read “X is equal to NOT A.”

Note: The statement: 1 + 1 = 2 (read “one plus one equals two”)

is not the same as1 + 1 = 1 (read “1 or 1 equals 1”).

Notation Examples

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Operator Definitions

Operations are defined on the values "0" and "1" for each operator:

AND 

0 · 0 = 00 · 1 = 01 · 0 = 01 · 1 = 1

OR

0 + 0 = 00 + 1 = 11 + 0 = 11 + 1 = 1

NOT

1001

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Boolean functions

• Basic logical operators are the boolean functions

f(x1,…,xn): {0,1}n {0,1}

arguments domain codomain

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Formal definition of functions (1)

• By means of “truth tables” Explicit representation of the output for all

possible combinations of values on its arguments

A B AND

0 0 0

0 1 0

1 0 0

1 1 1

A B OR

0 0 0

0 1 1

1 0 1

1 1 1

A NOT

0 1

1 0

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…truth table for a 3-variable function…

f(A,B,C)= 1 if and only if at least 2 variables are equal to 1

A B C f(A,B,C)

0 0 0 0

0 0 1 0

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 1

1 1 0 1

1 1 1 1

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…number of rows of a truth table…

• 1-variable function 2

• 2-variable function 4

• 3-variable function 8

…• n-variable function

2n

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Formal definition of functions (2)

• By means of “boolean equation”: the function is specified as boolean expression of its arguments

• boolean equation consists of: variables constants 0 and 1 boolean operations (AND, OR, NOT) parentheses

M(A,B) = (((A)’(B)’) + (AB)) M = (((A)’(B)’) + (AB))

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Boolean Operator Precedence

• The order of evaluation in boolean expression is:1. Parentheses2. NOT3. AND4. OR

• Consequence: parantheses appear around OR expressions

• Example: F=A(B+C)(C+D’)

M = (((A)’(B)’) + (AB))

M = A’B’ + AB

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From the boolean formula to truth table

• Explicit case-by-case evaluation

• Example: F = X + Y’Z

X Y Z F

0 0 0 0

0 0 1 1

0 1 0 0

0 1 1 0

1 0 0 1

1 0 1 1

1 1 0 1

1 1 1 1

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Logic gates

• A logic gate implements simple boolean operation

• basic gates: AND, OR, NOT

• gates are used to build circuits

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NOT gate - the simplest one

• NOT gate - inverts the signal If A is 0, X is 1 If A is 1, X is 0

• A NOT gate is also called an inverter

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AND gate

• Output is 1 if all inputs are 1 In general, if the AND gate has N inputs, input

1 AND input 2 AND … AND input N must be 1 for the output to be 1

• 2-input AND gate

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OR gate

• Output is 1 if at least one input is 1 In general, if the OR gate has N inputs, input 1

OR input 2 OR … OR input N must be 1 for the output to be 1

• 2-input OR gate

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A more complex example

• 2-input “equivalence” circuit• The output is 1 if the inputs are the same

(i.e., both 0 or both 1)

Truth table• Boolean function:

M = A’B’ + ABA B M

0 0 1

0 1 0

1 0 0

1 1 1

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Formal definition of functions (3)

• By means of logic circuits Combination of logic gates joined by wires

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Conventions for logic circuits

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From boolean formula to logic circuit

• Idea: bottom-up construction

• Example: write the logic circuit for F = X + Y’Z

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A more complex example

• Exercise: bluid the logic circuit of the following function

F = (A+BC)D + E

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From logic circuit to…

• …truth table explicit case-by-case computation

• …boolean formula left-to-right inspection

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Example

• Write the boolean function and its truth table for the following logic circuit

X’YZ’

XY

F =Y’+X’YZ’+XY

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Function and Truth Table

• F = Y’ + X’YZ’ + XY

X Y Z F

0 0 0 1

0 0 1 1

0 1 0 1

0 1 1 0

1 0 0 1

1 0 1 1

1 1 0 1

1 1 1 1

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One more example…

• Write the boolean function and its truth table for the following logic circuit

X’

Z’

X’YZ

X’YZ’

XZ

X’YZ+X’YZ’+XZ=

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Function and Truth Table

• F = X’YZ + X’YZ’ + XZ

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Conversion between representations

• Circuit ->-> Boolean formula (left-to-right inspection)-> Truth table (explicit case-by-case computation)

• Boolean formula ->-> Circuit (bottom-up construction)-> Truth table (explicit case-by-case evaluation)

• Truth table -> -> Circuit (through boolean formula)-> Boolean formula (through canonical form – see

later)

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Boolean Identities

1A = A 0+A = A Identity0A = 0 1+A = 1 NullAA = A A+A = A IdempotentAA’ = 0 A+A’ = 1 InverseAB = BA A+B = B+A Commutative(AB)C = A(BC) (A+B)+C = A+(B+C)

AssociativeA+BC = (A+B)(A+C) A(B+C) = AB+AC DistributiveA(A+B) = A A+AB = A Absorption(AB)’ = A’+B’ (A+B)’ = A’B’ De Morgan

duality principle: any algebraic equality remains true when the operators OR and AND, and the elements 0 and 1 are interchanged

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Truth tables to verify De Morgan’s theorem

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RemarkEach equality remains true if you sobstitute any variable withany expression

Examples

(A+B)(A+CD’) = A + BCD’ (distributive)

((A+BC)(D+A))’ = (A+BC)’ + (D+A)’ (De Morgan) = A’ (BC)’ + D’A’ (De Morgan) = A’(B’+C’) + D’A’

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Generalized De Morgan’s theorems

X1+X2+…+Xn = X1 X2 … Xn

X1 X2… Xn = X1+X2+…+Xn

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F = X’YZ + X’YZ’ + XZ (distributive) = X’Y(Z + Z’) + XZ (inverse) = X’Y 1 + XZ (identity) = X’Y + XZ

… algebraic manipulation…

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Boolean Algebra Vs Switching Algebra (1)

A Boolean Algebra is a structure A = <A, +, · , ’, 0, 1> where

• A is a set• + and · are binary operations• ‘ is a unary operation• 0, 1 A

satisfying the following axioms

(i) + and · are commutative

(ii) 0 and 1 satisfy: a·1=a and a+0=a, a A

(iii) + and · distribute over each other

(iv) for each element a A, there exists an element a’ A such that a + a’= 1 and a·a’=0

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Boolean Algebra Vs Switching algebra (2)

Switching Algebra is the following boolean algebra

A = <{0,1}, +, · , ’, 0, 1>

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…one more example of boolean algebra…

Let U be a finite set

A = <2U, , , , , U>

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ObservationAxioms (i)-(iv) can be used to prove all the other identities

An example: Idempotent X + X = X

X + X = (X + X)·1 (ii) = (X + X)(X + X’) (iv) = X + (X·X’) (iii) = X + 0 (iv) = X (ii)

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NAND gate - the negation of AND

• The opposite of the AND gate is the NAND gate (output is 0 if all inputs are 1)

Truth table• Logic diagram A B NAN

D

0 0 1

0 1 1

1 0 1

1 1 0

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Alternative NAND representations

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NOR gate - the negation of OR

• The opposite of the OR gate is the NOR gate (output is 0 if any input is 1) Truth table

• Logic diagram A B NOR

0 0 1

0 1 0

1 0 0

1 1 0

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Alternative NOR representations

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Exercise

• Write the truth table for: a 3 input NAND gate a 3 input NOR gate

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XOR gate - the exclusive OR

• For a 2-input gate Output is 1 if exactly one of the inputs is 1

Truth table• Logic diagram

• A B = A’B + AB’

A B XOR

0 0 0

0 1 1

1 0 1

1 1 0

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Properties of XOR operator

X 0 = X X 1 = X’

X X = 0 X X’ = 1

X Y’ = (X Y)’

X Y = Y X

(X Y) Z = X (Y Z)

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(X Y)’ = (XY’ + X’Y)’ = (XY’)’ (X’Y)’ = (X’+Y) (X+Y’) = X’X + X’Y’ + XY + YY’ = X’Y’ + XY

X Y Z = (X Y)Z’ + (X Y)’Z = (XY’ + X’Y)Z’+ (X’Y’ + XY)Z = XY’Z’+X’YZ’+X’Y’Z+XYZ

Notice: X Y Z = 1 if an odd number of arguments is 1

X1 … Xn = 1 if an odd number of arguments is 1

…some interesting algebraic manipulations…

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Universal Gates

• Universal gate: a gate type that can implement any Boolean function

• How many logical functions with n input?

• With n inputs there are 2(2n ) possible logical functionsA B 0 1 2 3 4 5 6 7 8 9 1

011

12

13

14

15

0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1

0 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 1 1

1 0 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1

1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1

RLAC (2008-09) by Luciano Gualà 65A1 -

Universal Gates (2)

• AND, OR, NOT can generate all possible boolean functions (see later)

• Is it possible to use fewer basic operations?

• AND, NOT are enough !

• OR, NOT are enough !

• Even NAND alone or NOR alone are enough !

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• Simulation of NOT ???

How NAND simulates AND, OR

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• Simulation of NOT ???

How NOR simulates AND, OR

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Gate equivalence

• Any AND, OR, NOT gate can be obtained using just NAND gates or just NOR gates

• Consequence: any circuit can be constructed using just NAND gates or just NOR gates (easier to build)

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Exercise

Transform the following circuit into a circuit using only NAND gates by replacing each gate with its equivalent NAND only circuit

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Equivalence modifications

on any wire, one can introduce a bubble at the beginning and at the end

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Exercise

• Write a NAND only logic circuit for the exclusive OR function (XOR)

A B = A’B + AB’

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Solution (1)

• Truth table initial circuit

A B XOR

0 0 0

0 1 1

1 0 1

1 1 0

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Solution (2): equivalence transform.

A’BAB’

A’BAB’

A’BAB’

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Transforming OR, AND to NAND

• Transform the following circuit

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Solution

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Exercise

• Write a NOR only logic circuit equivalent to the following circuit

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SOP and POS rapresentations

• It is useful to specify boolean function in a particular form

• A literal is a variable in the positive form or in the negative

• sum of products (SOP) rapresentation it is an OR of AND combinations of literals F1=A’B + BC it is a SOP rapresentation F2= A’B + (BC)’ it is not a SOP rapresentation

• product of sums (POS) rapresentation it is an AND of OR combiations of its literals F1=A’(B + C’)(B+A) it is a POS rapresentation F2=A’B + BC it is not a POS rapresentation

RLAC (2008-09) by Luciano Gualà 78A1 -

Canonical Form for boolean functions

• It is a “standard” way of expressing SOP or POS • It is:

a sum of minterms, for canonical SOP a product of maxterms for canonical POS

• A minterm is a product containing all variables, either in the positive form or in the negative form

• A maxterm is a sum containing all variables, either in the positive or in the negative form.

• Examples:F = (A’+B+C) (B’+C) is not in a POS canonical formM = AB + A’BC is not in a SOP canonical form

RLAC (2008-09) by Luciano Gualà 79A1 -

Minterms

• Given that each variable may appear normal (e.g. X) or complemented (e.g. X’), there are 2n minterms for n variables

• Example: Two variables (X and Y) produce 4 combinations: XY X’Y XY’ X’Y’

• Thus there are 4 minterms of 2 variables

RLAC (2008-09) by Luciano Gualà 80A1 -

Maxterms

• Given that each variable may appear normal (e.g. X) or complemented (e.g. X’), there are 2n maxterms for n variables

• Example: Two variables (X and Y) produce 4 combinations: X+Y X+Y’ X’+Y X’+Y’

• Thus there are 4 maxterms of 2 variables

RLAC (2008-09) by Luciano Gualà 81A1 -

Maxterms and Minterms

• Examples: 2 variable minterms and maxterms

• The index above is important for describing which variables in the terms are true and which are complemented

Index Minterm Maxterm

0 X’Y’ X+Y

1 X’Y X+Y’

2 XY’ X’+Y

3 XY X’+Y’

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Standard Order

• Minterms and Maxterms are designated with subscript• The subscript is a numer, corresponding to a binary pattern• The bits in the pattern represent the complemented or

normal state of each variable listed in a standard order• All the variables will be present in a minterm or maxterm

and will be listed in the same order (usually alphabetically)• Example: For variables A, B, C:

Maxterms: (A + B + C’), (A + B + C) Terms: (B + A + C), AC’B, and (C + B + A) are NOT in

standard order Minterms: AB’C, ABC, AB’C’ Terms: (A+C), B’C, and (A+B’) do not contain all

variables

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Purpose of the Index

• The index for the minterm or maxterm, expressed as a binary number, is used to determine whether the variable is shown in the true form or complemented form.

• For Minterms: “1” means the variable is “Not Complemented” and “0” means the variable is “Complemented”

• For Maxterms: “0” means the variable is “Not Complemented” and “1” means the variable is “Complemented”

RLAC (2008-09) by Luciano Gualà 84A1 -

X Y Z Minterm

Symbol m0 m1

m2

m3

m4

m5

m6

m7

0 0 0 X’Y’Z’ m0 1 0 0 0 0 0 0 0

0 0 1 X’Y’Z m1 0 1 0 0 0 0 0 0

0 1 0 X’YZ’ m2 0 0 1 0 0 0 0 0

0 1 1 X’YZ m3 0 0 0 1 0 0 0 0

1 0 0 XY’Z’ m4 0 0 0 0 1 0 0 0

1 0 1 XY’Z m5 0 0 0 0 0 1 0 0

1 1 0 XYZ’ m6 0 0 0 0 0 0 1 0

1 1 1 XYZ m7 0 0 0 0 0 0 0 1

RLAC (2008-09) by Luciano Gualà 85A1 -

X Y Z Maxterm

Symbol M0 M1 M2 M3 M4 M5 M6 M7

0 0 0 X+Y+Z M0 0 1 1 1 1 1 1 1

0 0 1 X+Y+Z’

M1 1 0 1 1 1 1 1 1

0 1 0 X+Y’+Z

M2 1 1 0 1 1 1 1 1

0 1 1 X+Y’+Z’

M3 1 1 1 0 1 1 1 1

1 0 0 X’+Y+Z

M4 1 1 1 1 0 1 1 1

1 0 1 X’+Y+Z’

M5 1 1 1 1 1 0 1 1

1 1 0 X’+Y’+Z

M6 1 1 1 1 1 1 0 1

1 1 1 X’+Y’+Z’

M7 1 1 1 1 1 1 1 0

RLAC (2008-09) by Luciano Gualà 86A1 -

Minterm and Maxterm Relationship

• DeMorgan's Theorem:

• Two-variable example:

• Thus M2 is the complement of m2 and vice-versa.

• Since DeMorgan's Theorem holds for n variables, the above holds for terms of n variables

• giving:

• Thus Mi is the complement of mi.

yx y· x yxyx

y x M2 yx· m2

i mM i ii Mm

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Boolean function implementation

• Any function can be implemented as the OR of the AND combinations of its inputs canonical SOP

• Start from the truth table For each 1 in the output Write its corresponding minterm Write these in OR

• M=A’BC+AB’C+ABC’+ABC = m3+m5+m6+m7

A B C M

0 0 0 0

0 0 1 0

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 1

1 1 0 1

1 1 1 1

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Equivalent Logic Circuit

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Boolean function implem. (2)

• Any function can be implemented as the AND of the OR combinations of its inputs canonical POS

• Start from the truth table For each 0 in the output Write its corresponding maxterm Write these in AND

• F=(A+B+C).(A+B+C’). (A’+B+C).(A’+B+C’). (A’+B’+C’) =M0·M1·M4·M5·M7

A B C F

0 0 0 0

0 0 1 0

0 1 0 1

0 1 1 1

1 0 0 0

1 0 1 0

1 1 0 1

1 1 1 0

RLAC (2008-09) by Luciano Gualà 90A1 -

Example: canonical SOP

X Y Z F

0 0 0 0

0 0 1 1

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 0

1 1 0 1

1 1 1 1

m1

m3

m6

m7

0 0 0 0

1 0 0 0

0 0 0 0

0 1 0 0

0 0 0 0

0 0 0 0

0 0 1 0

0 0 0 1

F = m1 + m3+ m6 + m7

= X’Y’Z + X’YZ + XYZ’ +XYZ

canonical SOP

RLAC (2008-09) by Luciano Gualà 91A1 -

Example: canonical POS

X Y Z F

0 0 0 0

0 0 1 1

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 0

1 1 0 1

1 1 1 1

M0

M2

M4

M5

0 1 1 1

1 1 1 1

1 0 1 1

1 1 1 1

1 1 0 1

1 1 1 0

1 1 1 1

1 1 1 1

F = M0 · M2 · M4 · M5

= (X+Y+Z) · (X+Y’+Z) (X’+Y+Z) · (X’+Y+Z’)

canonical POS

RLAC (2008-09) by Luciano Gualà 92A1 -

Boolean function implem. (4)

• Alternative procedure for POS form Complement the table by substituting

everywhere a 0 with a 1 and a 1 with a 0 Write a SOP form for the complemented table Complement the formula by substituting

everywhere and AND with an OR and an OR with an AND

Why does it work ?

RLAC (2008-09) by Luciano Gualà 93A1 -

F = X’YZ + X’YZ’ + XZ = X’Y(Z + Z’) + XZ = X’Y 1 + XZ = X’Y + XZ

… algebraic manipulation…

…a simpler SOP representation leads to a simpler circuit…

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Circuit Optimization

• Goal: To obtain the simplest implementation for a given function

• Optimization is a more formal approach to simplification that is performed using a specific procedure or algorithm

• Optimization requires a cost criterion to measure the simplicity of a circuit

• Distinct cost criteria we will use: Literal cost (L) Gate input cost (G) Gate input cost with NOTs (GN)

RLAC (2008-09) by Luciano Gualà 95A1 -

Literal cost

• Literal cost – the number of literal occurrences in a Boolean expression corresponding to the logic circuit diagram

• it is equal to the number of inputs of the circuit

• Examples: F = BD + AB’C + AC’D’ F = BD + AB’C + AB’D’ + ABC’ F = (A + B)(A + D)(B + C + D’)(B’+C’+D) Which solution is the best?

L=8L=11

L=10

RLAC (2008-09) by Luciano Gualà 96A1 -

Gate input cost

• Gate input cost: the number of inputs to the gates in the circuit corresponding exactly to the furmula G - inverters not counted, GN - inverters counted

• For SOP and POS equations, it can be found from the equation(s) by finding the sum of: all literal occurrences the number of terms excluding single literal

terms (G) optionally, the number of distinct complemented

single literals (GN)

RLAC (2008-09) by Luciano Gualà 97A1 -

• F = A + B C +

Cost Criteria Example

A

BC

F

B CL = 5

L (literal count) counts the AND inputs and the single literal OR input.

G = L + 2 = 7

G (gate input count) adds the remaining OR gate inputs

GN = G + 2 = 9

GN(gate input count with NOTs) adds the inverter inputs

RLAC (2008-09) by Luciano Gualà 98A1 -

• F = A B C +• L = 6 G = 8 GN = 11• F = (A + )( + C)( + B)• L = 6 G = 9 GN = 12• Same function and same

literal cost

• But first circuit has bettergate input count and bettergate input count with NOTs

• Select it!

Cost Criteria

B C

AC B

F

ABC

A

ABC

F

RLAC (2008-09) by Luciano Gualà 99A1 -

Minimal SOP and POS

• Optimization for two-level (SOP and POS) circuits: minimal SOP

• minimum number of pruduct terms• minimum number of literals for each product term

minimal POS• minimum number of sum terms• minimum number of literals for each sum term

RLAC (2008-09) by Luciano Gualà 100A1 -

Minimization procedures

• Karnaugh’s maps (by hand) Used to minimize boolean functions of up to 4

input variables

• Quine-McKluskey (programmable) For more variables

• Practical Optimization: Espresso sub-optimal heuristic method

RLAC (2008-09) by Luciano Gualà 101A1 -

Karnaugh’s Maps (KM)

• Grid-like representation for boolean functions• Each cell represents a minterm• The K-map can be viewed as a reorganized version

of the truth table• Minterms with just one variable different occupies

adjacent cells• Alternative algebraic expressions for the same

function are derived by recognizing patterns of squares

• Consider only 1s in the representation (focusing on a SOP representation)

• IDEA: if 2 adjacent cells have a 1 the function can be simplified

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A KM for 2-variable functions

• The generic KM

• Function F = XY Function F = X + Y

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A KM for 3-variable functions

labels indicate the area of the map where the corresponding variables are true

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example

X

Y

Z

0

1

00 01 11 10XYZ X Y Z F=

Z

0 0 0 0

0 0 1 1

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 1

1 1 0 0

1 1 1 1

1

1 1

1

RLAC (2008-09) by Luciano Gualà 105A1 -

X

Y

Z

0

1

00 01 11 10XYZ X Y Z F=

Z’

0 0 0 1

0 0 1 0

0 1 0 1

0 1 1 0

1 0 0 1

1 0 1 0

1 1 0 1

1 1 1 0

1

11

1

RLAC (2008-09) by Luciano Gualà 106A1 -

X

Y

Z

0

1

00 01 11 10XYZ X Y Z F=Y

Z

0 0 0 0

0 0 1 0

0 1 0 0

0 1 1 1

1 0 0 0

1 0 1 0

1 1 0 0

1 1 1 1

1

1

RLAC (2008-09) by Luciano Gualà 107A1 -

An example• F = X’YZ + X’YZ’ + XY’Z + XY’Z’

Idea: • we want to cover all 1s by using rectangles of adjacent cells• each rectangle of 2k adjacent cells (for some k) represents a literal product term• bigger rectangles correspond to simpler product terms

X Y Z F

0 0 0 0

0 0 1 0

0 1 0 1

0 1 1 1

1 0 0 1

1 0 1 1

1 1 0 0

1 1 1 0

= X’Y(Z+Z’) + XY’(Z+Z’)= X’Y + XY’

RLAC (2008-09) by Luciano Gualà 108A1 -

Combining Squares

• By combining squares, we reduce number of literals in a product term

• On a 3-variable K-Map: One square represents a minterm with three

variables Two adjacent squares represent a product

term with two variables Four “adjacent” terms represent a product

term with one variable Eight “adjacent” terms is the function of all

ones (no variables) = 1.

RLAC (2008-09) by Luciano Gualà 109A1 -

Circular adjacencies for 3 variables

labels are useful to get the expressioncorresponding to a given rectangle

RLAC (2008-09) by Luciano Gualà 110A1 -

Three-Variable Maps

• Example Shapes of 2-cell Rectangles:y

0 1 3 2

5 64 7x

z

X’Y’

YZ

X’Z’

RLAC (2008-09) by Luciano Gualà 111A1 -

Three-Variable Maps

• Example Shapes of 4-cell Rectangles:y

0 1 3 2

5 64 7x

z

RLAC (2008-09) by Luciano Gualà 112A1 -

Four 1 adjacents

F = X’Y’Z’ + XY’Z’ + X’YZ’ + XYZ’ = Y’Z’(X’+X) + YZ’ (X’+X) = Y’Z’ + YZ’ = Z’(Y’+Y) = Z’

RLAC (2008-09) by Luciano Gualà 113A1 -

An example• F = X’YZ + X’YZ’ + XY’Z + XY’Z’

Idea: • we want to cover all 1s by using rectangles of adjacent cells• each rectangle of 2k adjacent cells (for some k) represents a literal product term• bigger rectangles correspond to simpler product terms

X Y Z F

0 0 0 0

0 0 1 0

0 1 0 1

0 1 1 1

1 0 0 1

1 0 1 1

1 1 0 0

1 1 1 0

= X’Y(Z+Z’) + XY’(Z+Z’)= X’Y + XY’

RLAC (2008-09) by Luciano Gualà 114A1 -

Exercise (1)

• Which is the minimal SOP expression for function F1=m3+m4+m6+m7?

RLAC (2008-09) by Luciano Gualà 115A1 -

Solution

• F1 = YZ + XZ’

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Exercise (2)

• Which is the minimal SOP expression for function F2=m0+m2+m4+m5+m6?

RLAC (2008-09) by Luciano Gualà 117A1 -

Solution

• F2 = Z’ + XY’

RLAC (2008-09) by Luciano Gualà 118A1 -

k-cube of 1s

• Is a set of 2k adjacent cells• 0-cube, 1 cell, a minterm• 1-cube, 2 adjacent cells• 2-cube, 4 adjacent cells• 3-cube, 8 adjacent cells• ….

RLAC (2008-09) by Luciano Gualà 119A1 -

Prime implicants

• a product term P is said to be an implicant for a function F if P implies F, i.e. if P is true then F is true

• The product term corresponding to a k-cube is an implicant

• An implicant is said to be a prime implicant for F if it does not imply any other implicant of F

• A prime implicant can be chosen by selecting a maximal k-cube, i.e. a k-cube in the KM which is not contained in any larger h-cube (h>k)

RLAC (2008-09) by Luciano Gualà 120A1 -

Minimal representation

F = P1 + P2 + P3 + ...

has a minimal SOP representation if:1. Each Pi is a prime implicant

2. There is a minimum number of them

RLAC (2008-09) by Luciano Gualà 121A1 -

Minimality procedure

1. Find maximal k-cubes (prime implicants)2. If a 1 is covered by only one maximal k-

cube this has to be chosen (essential prime implicants)

3. Select a minimum number of the remaining k-cubes so to cover all 1s not covered by essential prime implicants

RLAC (2008-09) by Luciano Gualà 122A1 -

Exercise (3)

• Find the minimal SOP expression for F=m1+m3+m4+m5+m6

X

Y

Z

0

1

00 01 11 10XYZ

1 1

1 11

F=X’Z+XZ’+XY’

RLAC (2008-09) by Luciano Gualà 123A1 -

Exercise (3)

• Find the minimal SOP expression for F=m1+m2+m3+m5+m7

X

Y

Z

0

1

00 01 11 10XYZ

1 1

1

1

1

F=Z+X’Y

RLAC (2008-09) by Luciano Gualà 124A1 -

A KM for 4-variable functions

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Circular adjacenciesfor 4 variables

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Four Variable Terms

Four variable maps can have rectangles corresponding to:

• A single 1 = 4 variables, (i.e. Minterm)• Two 1s = 3 variables,• Four 1s = 2 variables• Eight 1s = 1 variable,• Sixteen 1s = zero variables (i.e. Constant "1")

RLAC (2008-09) by Luciano Gualà 127A1 -

Four-Variable Maps

• Example Shapes of Rectangles:

8 9 1011

12 13 1415

0 1 3 2

5 64 7

X

Y

Z

W

XZ

X’Z’YW’

RLAC (2008-09) by Luciano Gualà 128A1 -

Four-Variable Maps

• Example Shapes of Rectangles:

X

Y

Z

8 9 1011

12 13 1415

0 1 3 2

5 64 7

W

RLAC (2008-09) by Luciano Gualà 129A1 -

Simplify F(A, B, C, D) given on the K-map. Example:

1

1

1

1 1

1

1

B

D

A

C

1

1

1

1

1

1 1

1

1

B

D

A

C

1

1

Essential

Minterms covered by essential prime implicants

Selected

minimal SOP: A’B+A’CD+AC’D+B’C’D’

RLAC (2008-09) by Luciano Gualà 130A1 -

One more example

DB

CB

1 1

1 1

1 1

B

D

A

1 1

1 1

1

ESSENTIAL Prime Implicants

C

BD

CD

BD

Minterms covered by single prime implicant

DB

1 1

1 1

1 1

B

C

D

A

1 1

1 1

1

AD

BA

CD

BA

minimal SOP: BD+B’D’+CD+AB’

RLAC (2008-09) by Luciano Gualà 131A1 -

Five Variable or More K-Maps• For five variable problems, we use two adjacent K-maps. It becomes

harder to visualize adjacent minterms for selecting k-cubes.

• You can extend the problem to six variables by using four K-Maps.

X

Y

Z

W

V = 0

X

Z

W

V = 1Y

RLAC (2008-09) by Luciano Gualà 132A1 -

The KM method for POS

• Which is the POS expression of function F represented by this KM?

• Use the same method used for build POS canonical form from truth tables Find the minimal SOP for F’ apply DeMorgan

RLAC (2008-09) by Luciano Gualà 133A1 -

Example

F = (CD+BD’+AB)’ = (CD)’ . (BD’)’ . (AB)’ = (C’+D’) . (B’+D’’) . (A’ + B’) = (C’+D’) . (B’+D) . (A’ + B’)

B

D

A

C

0 0

0

00

0

0

0 0

1 11

1

1 1 1

RLAC (2008-09) by Luciano Gualà 134A1 -

Don't Cares in K-Maps

• Sometimes a function table or map contains entries for which it is known: the input values for the minterm will never occur, or the output value for the minterm is not used

• In these cases, the output value does not need to be defined

• Instead, the output value is defined as a “don't care”

• By placing “don't cares” ( an “x” entry) in the function table or map, the cost of the logic circuit may be lowered.

RLAC (2008-09) by Luciano Gualà 135A1 -

Example 1

• A logic function having the binary codes for the binary-coded decimal (BCD) digits as its inputs.

• Only the codes for 0 through 9 are used.

• The six codes, 1010 through 1111 never occur, so the output values for these codes are “x” to represent “don’t cares.”

A B C D f(A,B,C,D)

0 0 0 0 f(0,0,0,0)

0 0 0 1 f(0,0,0,1)

0 0 1 0 f(0,0,1,0)

0 0 1 1 f(0,0,1,1)

0 1 0 0 f(0,1,0,0)

0 1 0 1 f(0,1,0,1)

0 1 1 0 f(0,1,1,0)

0 1 1 1 f(0,1,1,1)

1 0 0 0 f(1,0,0,0)

1 0 0 1 f(1,0,0,1)

1 0 1 0 x1 0 1 1 x1 1 0 0 x1 1 0 1 x1 1 1 0 x1 1 1 1 x

RLAC (2008-09) by Luciano Gualà 136A1 -

Example 2

• Consider the following function f(A,B) f(A,B)=1 if A=B=0 f(A,B)=0 if A B

A B f

0 0 1

0 1 0

1 0 0

1 1 x

A B f

0 0 1

0 1 0

1 0 0

1 1 0

A B f

0 0 1

0 1 0

1 0 0

1 1 1

Truth table on the left may be substitued by anyone on the right

RLAC (2008-09) by Luciano Gualà 137A1 -

Example 3

• Consider the following function f(A,B) f(A,B)=1 if A=B=0 f(A,B)=0 if A B f(A,B) is used just as input for another function

g(f,A,B)=(A’+B) f(A,B)

A B f

0 0 1

0 1 0

1 0 x

1 1 x

Notice that:for A=1 and B=0g(f,A,B) = (1’+0) f(A,B) = 0

RLAC (2008-09) by Luciano Gualà 138A1 -

Example

X

Y

Z

W

X

X

X1 1

1

1

1

f(W,X,Y,Z)= YZ + X’W’

Simplify the choice, since each X can be

considered

a 0 or a 1

RLAC (2008-09) by Luciano Gualà 139A1 -

X

Y

Z

W

X

X

X1 1

1

1

1

f(W,X,Y,Z)= YZ + ZW’

Example

a different choise

is possible

RLAC (2008-09) by Luciano Gualà 140A1 -

Multiple-Level Optimization

• Multiple-level circuits - circuits that are not two-level

• Multiple-level circuits can have reduced gate input cost compared to two-level (SOP and POS) circuits

• Multiple-level optimization is performed by applying transformations to circuits represented by equations while evaluating cost

RLAC (2008-09) by Luciano Gualà 141A1 -

An Example

• G=ABC + ABD + E + ACF + ADF gate input cost: 17

• G=AB(C+D) + E + AF(C+D) gate input cost: 13

• G=(AB + AF)(C+D) + E gate input cost: 11

• G=A(B+F)(C+D)+E gate input cost: 9

RLAC (2008-09) by Luciano Gualà 142A1 -