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Lecture 3 Boolean algebra
CSCE 211 Digital Design Lecture 3 Boolean algebra Topics Error Correcting Codes Boolean algebra Combinational circuits Algebraic analysis, Truth tables, Logic Diagrams Sums-of-Products and Products-of-Sums August 31, 2015
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Overview Last Time: New: BCD, excess-3 Ripple carry Adder
Two’s complement IEEE 754 floats New: Some from Lecture 02: floats again; two’s complement overflow Boolean Algebra Basic Gates: symbols and truth tables for : AND, OR, NOT, NOR, NAND, XOR, Half Adder: table and circuit Full Adder: Table and logic diagram from 2 Half-adders + ??? Gray Code, Error Correcting Codes Example Error Correcting Codes Combinational circuits Algebraic analysis, Truth tables, Logic Diagrams Sums-of-Products and Products-of-Sums
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Convert to hex Give the representation of as a IEEE 754 float What is the sign bit? Write in “binary” scientific notation(normalized) What is the Actual Exponent? What is the exponent field? What is the fraction field? PopQuiz Convert to Octal Octal to binary is like hex to binary except groups of 3 since 23 = 8 Convert to binary
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Boolean Algebra George Boole (1854) invented a two valued algebra
To “give expression … to the fundamental laws of reasoning in the symbolic language of a Calculus.” 1938 Claude Shannon at Bell Labs noted that this Boolean logic could be used to describe switching circuits. (Switching Algebra) In Shannon’s view a relay has two positions open and closed representing 1 and 0. Collections of relays satisfied the properties of Boolean algebra.
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Basic Gates
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Describing Circuits: Ex. Half-adder
Boolean Expression Truth Table Block diagram symbol Logic Diagram
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Full Adder Truth Table From last time the table for a full adder is shown at the right. In this the inputs are: Xi the ith bit of one of the input numbers Yi the ith bit of the other input Ci the carry into the ith stage And the outputs are: Si the sum from this stage and Ci+1 the carry to the (i+1)st stage Ci Xi Yi Si Ci+1 1
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Full Adder From Half Adders
xi yi Now one implementation of a full adder is to build one using two half-adders and an OR xi yi HA ci ci+1 FA ci ci+1 HA si si
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Error Correcting codes Revisited
For an n-bit code, consider the hypercube of dimension n Choose some subset of the nodes as code words. Suppose the distance between any two code words is at least 3. Now consider transmission errors. Then if there is an error in transmitting just one bit then the distance from the received word to one code word is one, distances to other code words are at least two. Single error correcting, double error detecting. Such codes are called Hamming codes after their inventor Richard Hamming.
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Boolean Algebra Axioms
The axioms of a mathematical system are a minimal set of properties that are assumed to be true. Axioms of Boolean Algebra X = 0 if X != ’. X=1 if X!=0 If X = 0, then X’ = 1 2’. if X=1 then X’=0 0 . 0 = ’ = 1 1 . 1 = ’ = 0 0 . 1 = = 0 5’ = = 1 Axioms 1-5 and 1’-5’ completely define what it means to be a Boolean algebra.
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Boolean Algebra Theorems
We can prove a new theorem: By directly applying axioms and other already proved theorems, or By perfect induction, i.e. considering all possible cases Truth tables
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Consider a Proof from the axioms
Prove Theorem “T5: X + X’ = 1” from the axioms Proof: First suppose that X=1. Then by Axiom 2’ (if X=1 then X’=0) we have X’=0 and thus X + X’ = and then by Axiom 5’ (1+0 = 1) and so X + X’ = 1. Now if X != 1 then by Axiom 1 (X = 0 if X != 1) and we have X = 0. Then by Axiom 2 (If X = 0, then X’ = 1) we have X’=1 and so X + X’ = and again by axiom 5’ (0 + 1 = 1) we have X + X’ = 1
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More Theorems N.B. T8¢, T10, T11
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Consider a Truth Table Proof
Prove Theorem “T8’: (X+Y).(X+Z) = X + Y.Z” using a truth table X Y Z X+Y X+Z (X+Y).(X+Z) Y.Z X + Y.Z 1 Then since the “(X+Y).(X+Z)” column and the “X + Y.Z” column are …. for all possible values of X, Y and Z this truth table proves …
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Consider a Truth Table Proof
Prove Theorem “T8’: (X+Y).(X+Z) = X + Y.Z” using a truth table X Y Z X+Y X+Z (X+Y).(X+Z) Y.Z X + Y.Z 1 Then since the “(X+Y).(X+Z)” column and the “X + Y.Z” column are identical for all possible values of X, Y and Z this truth table proves (X+Y).(X+Z) = X + Y.Z
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Duals Given a boolean equation then we can take its dual by
Replacing each 1 with 0, replacing each 0 with a 1, replacing each ‘+’ (OR) with ‘.’ (AND), and replacing each ‘.’ (AND) with a ‘+’ (OR) Example: The dual of X.Y + X.Z = X. (Y+Z) is …
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Principle of Duality Given a boolean equation E that is a theorem if we take the dual then the resulting equation is also a theorem. Why? Each axiom (A1-A5) has a dual (A1¢-A5¢) Example: X + (Y + Z) = (X + Y) + Z (this is theorem T7) X × (Y × Z) = (X × Y) × Z (taking the dual yields T7’) Example 2: X + X’ = 1 (Axiom A5) X × X’ = 0 (taking the dual yields Axiom A5’)
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Principle of Duality 2 Now consider the following argument using duals X + X × Y = X (this is theorem T9) X × X + Y = X (by taking the dual ???) X + Y = X (But then X × X = X by T3¢) Counterexample? This is not true! (consider X=0, Y=1) Where did we go wrong? X + (X × Y) = X (T9 fully parenthesized) X × (X + Y) = X (dual) (X × X) + (X × Y) = X (using T8 to rewrite left side) X + (X × Y) = X (the using T3¢)
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N-variable Theorems Prove using finite induction
Most important: DeMorgan theorems
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Combinational Circuit Analysis
A combinational circuit is one whose outputs are a function of its inputs and only its inputs. These circuits can be analyzed using: Truth tables Algebraic equations Logic diagrams
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Boolean Algebra Proofs
Axioms Statements (boolean equations) that are assumed to be true that form the basis of a mathematical system. Theorems Statements that can be “proved” from the axioms and earlier theorems. Lemmas, Corollaries, Postulates Proof by truth-table For a “possible theorem” with a small number of variables, we can exhaustively consider all possible cases. Algebraic Proofs Apply axioms and previously proven theorems to rewrite a “possible theorem” until it is reduced to an equation known to be true. Induction Basis case: P(1) Inductive hypothesis: Assuming P(n) show P(n+1)
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Proof by truth-table Prove Demorgan’s Law: (X+Y)' = X ' . Y '
1 Note the table considers all possible cases and in each case the value in the column for (X+Y)' is equal to the value in the column for X' . Y' So, (X+Y) ' = X' . Y'
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Algebraic Simplification
Simplify F = A.B.C’.D + D.C.A + B.C.D + A’.B’.C.D
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Proof by Induction Thereom 13 (X1 . X2 . X3 … . Xn)’ = X1’ + X2’ + X3’ … + Xn’ Proof: Basis Step n = 2, (X1 . X2)’ = X1’ + X2’ was proven using a truth-table. Now suppose as inductive hypothesis that (X1 . X2 . X3 … . Xn)’ = X1’ + X2’ + X3’ … + Xn’ Then consider (X1 . X2 . … . Xn . Xn+1)’ = ((X1 . X2 . X3 … . Xn ) . Xn+1)’ by associativity = (X1 . X2 . X3 … . Xn )’ + Xn+1’ by the basis step = (X1’ + X2’ + X3’ … + Xn’) + Xn+1’ by the inductive hypothesis
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Universal Sets of Gates
A set of Gates(operators), S, is universal if every boolean function can be expressed using gates only from S. Examples {AND, OR, NOT} is a universal set {NAND} is a universal set
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Universal Sets of Gates (cont.)
Examples {AND, OR} is not {NOR}? {XOR}? HW
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Combinational Circuit Analysis
A combinational circuit is one whose outputs are a function of its inputs and only its inputs. These circuits can be analyzed using: Truth tables Algebraic equations Logic diagrams – timing considerations; graphical
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Switching Algebra Terminology
Literal – a variable or the complement of a variable Product term – a single literal or the AND of several literals Sum term – a single literal or the OR of several literals Sums-of-products Product-of-sums Normal term – a product (sum) term in which no variable appears twice Minterm – a normal product term with n literals Maxterm – a normal sum term with n literals
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Timing Analysis We will do some extensive timing analysis in the labs but for right now we will assume the delay for and an AND-gate and an OR-gate is “d” When we fabricate circuits there are a couple special circumstances: Inverters (Not gates) cost nothing Circuits are usually fabricated from “NANDs”
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Circuit Simplification
Why would we want to simplify circuits? To minimize time delays To minimize costs To minimize area
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Sums-of-Products What is the delay of sums-of-products circuit?
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Circuit Simplification
Minterms – a product term in which every variable occurs once either complemented or uncomplemented X Y F minterm 1 X’ . Y’ X’ . Y X . Y’ X . Y Sum of minterms form: F(X,Y) = X’ . Y’ + X . Y’ + X . Y F(X,Y) = Σ(0, 2, 3) (sum of minterms m, with F(m)=1
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Karnaugh Maps Tabular technique for simplifying circuits
two variable maps three variable map XYZ XY X 1 1 Z Y 00 10 01 11 000 010 110 100 001 011 111 101 1 X XY Y 1 Z 2 1 3 1 2 6 4 1 3 7 5
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Karnaugh Map Simplification
Simplify F(X,Y,Z) = Σ(0,2,6,4,7,5) XY Z 1 1 Z F(X,Y,Z)= Minimize ? – here it will mean “fewer gates, fewer inputs”
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Karnaugh Map Terminology
F(X,Y,Z) = Σ(1,4,5,6,7) XY Z 1 1 Z Implicant set - rectangular group of size 2i of adjacent containing ones (with wraparound adjacency) Each implicant set of size 2i corresponds to a product term in which i variables are true and the rest false Implicant Sets:
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Karnaugh Map Terminology
F(X,Y,Z) = XY Z 1 Z Prime implicant – an implicant set that is as large as possible Implies – We say P implies F if everytime P(X1, X2, … Xn) is true then F (X1, X2, … Xn) is true also. If P(X1, X2, … Xn) is a prime implicant then P implies F
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Karnaugh Map Terminology
F(X,Y,Z) = XY Z 1 1 Z Prime implicants – If P(X1, X2, … Xn) is a prime implicant then P implies F and if we delete any variable from P this does not imply F.
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Karnaugh Map Simplification
F(X,Y,Z) = XY Z 1 Z F(X,Y,Z) =
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Karnaugh Map Simplification
F(X,Y,Z) = XY Z 1 Z F(X,Y,Z) =
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4 Variable Map Simplification
F(W,X,Y,Z) = X WX YZ 0000 0100 1100 1000 0001 0101 1101 1001 0011 0111 1111 1011 0010 0110 1110 1010 00 01 11 10 Z Y W
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4 Variable Map Simplification
F(W,X,Y,Z) = X WX YZ 4 12 8 1 5 13 9 3 7 15 11 2 6 14 10 00 01 11 10 Z Y W
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Products-of-Sums What is the delay of products-of-sums circuit?
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