kris gaj office hours: monday, 6:00-7:00 pm, tuesday 7:30-8:30 pm, thursday, 4:30-5:30 pm, and by...

Kris Gaj

Office hours: Monday, 6:00-7:00 PM, Tuesday 7:30-8:30 PM, Thursday, 4:30-5:30 PM, and by appointment

Research and teaching interests:• cryptography• computer arithmetic• FPGA design and verification

Contact:Engineering Bldg., room 3225

kgaj@gmu.edu

(703) 993-1575

ECE 645

Part of:

MS in EE

MS in CpE

Digital Systems Design – pre-approved courseOther concentration areas – elective course

Certificate in VLSI Design/Manufacturing

PhD in IT

PhD in ECE

DIGITAL SYSTEMS DESIGN

1. ECE 545 Digital System Design with VHDL– K. Gaj, project, FPGA design with VHDL, Xilinx & Altera FPGAs

2. ECE 645 Computer Arithmetic– K. Gaj, project, FPGA design with VHDL, Xilinx & Altera FPGAs

3. ECE 586 Digital Integrated Circuits – D. Ioannou, homework/small projects

4. ECE 681 VLSI Design for ASICs– TK Ramesh, project/lab, front-end and back-end ASIC design with Synopsys tools

5. ECE 682 VLSI Test Concepts– T. Storey, homework

Prerequisites

Permission of the instructor, granted assuming that you know

RTL design with VHDL

High level programminglanguage(preferably C)

ECE 545 Digital System Design with VHDL

or

Prerequisite knowledge• This class assumes proficiency with

FPGA CAD tools from ECE 545• You are expected to be proficient with:

– Synthesizable VHDL coding

– Advanced VHDL testbenches, including file input/output

– FPGA synthesis and post-synthesis simulation

– FPGA implementation and timing simulation

– Reading and interpreting all synthesis and implementation reports

Course web page

ECE web page Courses Course web pages ECE 645

http://ece.gmu.edu/coursewebpages/ECE/ECE645/S12/

Computer Arithmetic

Lecture Project

Project 1 20 %Project 2 30 %

Homework 10 %Midterm exam (in class) 15 %Final Exam (in class) 25 %

Advanced digital circuit design course covering

• addition and subtraction• multiplication• division and modular reduction• exponentiation

Efficient

Integersunsigned and signed

Real numbers• fixed point• single and double precision floating point

Elementsof the Galoisfield GF(2n)• polynomial base

1. Applications of computer arithmetic algorithms.

INTRODUCTION

Lecture topics

1. Basic addition, subtraction, and counting

2. Addition in Xilinx and Altera FPGAs

3. Carry-lookahead, carry-select, and hybrid adders

4. Adders based on Parallel Prefix Networks

5. Pipelined Adders

ADDITION AND SUBTRACTION

MULTIOPERAND ADDITION

1. Sequential multi-operand adders

2. Carry Save Adders

3. Wallace and Dadda Trees

• Unsigned Integers• Signed Integers• Fixed-point real numbers• Floating-point real numbers• Elements of the Galois Field GF(2n)

NUMBER REPRESENTATIONS

LONG INTEGER ARITHMETIC

1. Modular Multiplication

2. Modular Exponentiation

3. Montgomery Multipliers and Exponentiation Units

MULTIPLICATION

1. Tree and array multipliers

2. Unsigned vs. signed multipliers

3. Optimizations for squaring

4. Sequential multipliers- radix-2 multiplier- multipliers based on carry-save adders- radix-4 & radix-8 multipliers- Booth multipliers- serial multipliers

TECHNOLOGY

1. Embedded resources of Xilinx and Altera FPGAs- block memories- multipliers- DSP units

2. Multiplication in Xilinx and Altera FPGAs - using distributed logic - using embedded multipliers - using DSP blocks

3. Pipelined multipliers

DIVISION

1. Basic restoring and non-restoring sequential dividers

2. SRT and high-radix dividers

3. Array dividers

FLOATING POINT AND

GALOIS FIELD ARITHMETIC

1. Floating-point units

2. Galois Field GF(2n) units

Literature (1)

Required textbook:

Behrooz Parhami, Computer Arithmetic: Algorithms and Hardware Design, 2nd edition, Oxford University Press, 2010.

Literature (2)

Jean-Pierre Deschamps, Gery Jean Antoine Bioul, Gustavo D. Sutter, Synthesis of Arithmetic Circuits: FPGA, ASIC and Embedded Systems, Wiley-Interscience, 2006.

Milos D. Ercegovac and Tomas Lang Digital Arithmetic, Morgan Kaufmann Publishers, 2004.

Isreal Koren, Computer Arithmetic Algorithms, 2nd edition, A. K. Peters, Natick, MA, 2002.

Recommended textbooks:

Literature (2)

1. Pong P. Chu, RTL Hardware Design Using VHDL: Coding for Efficiency, Portability, and Scalability, Wiley-IEEE Press, 2006.

2. Volnei A. Pedroni, Circuit Design and Simulationwith VHDL, 2nd edition, The MIT Press, 2010.

3. Sundar Rajan, Essential VHDL: RTL Synthesis Done Right, S & G Publishing, 1998.

VHDL books:

Literature (3)

Supplementary books:

1. E. E. Swartzlander, Jr., Computer Arithmetic, vols. I and II, IEEE Computer Society Press, 1990.

2. Alfred J. Menezes, Paul C. van Oorschot, and Scott A. Vanstone, Handbook of Applied Cryptology, Chapter 14, Efficient Implementation, CRC Press, Inc., 1998.

Literature (3)

Proceedings of conferences ARITH - International Symposium on Computer Arithmetic ASIL - Asilomar Conference on Signals, Systems, and Computers ICCD - International Conference on Computer Design CHES - Workshop on Cryptographic Hardware and Embedded Systems

Journals and periodicals IEEE Transactions on Computers, in particular special issues on computer arithmetic. IEEE Transactions on Circuits and Systems IEEE Transactions on Very Large Scale Integration IEE Proceedings: Computer and Digital Techniques Journal of Signal Processing Systems

Homework

• reading assignments

• analysis of computer arithmetic algorithms and implementations

• design of small hardware units using VHDL

Midterm exams

Midterm Exam - 2 hrs 30 minutes, in class multiple choice + short problems

Final Exam – 2 hrs 45 minutes comprehensive conceptual questions analysis and design of arithmetic units

Practice exams on the web

Midterm Exam - Monday, March 26Final Exam - Monday, May 14, 7:30-10:15 PM

Tentative days of exams:

Project 1Project I (individual, 20% of grade)

Adders in Xilinx and Altera FPGAs

Final report & deliverables dueMonday, March 19

Choosing optimal architecture for• combinational adder• pipelined adder

in• Xilinx FPGAs (Virtex 5 & Virtex 6)• Altera FPGAs (Stratix III & Stratix IV)• ASICs (bonus)

Done individually

Project 2Project II (in groups of two or individually, 30% of grade)

Modular Exponentiation of Large Integersor Floating Point Operations

Final report & deliverables dueMonday, May 7

Investigation of alternative architectures forthe best performance in terms of

• Latency • Latency x Area product

in• Xilinx FPGAs (Virtex 5 & Virtex 6)• Altera FPGAs (Stratix III & Stratix IV)• ASICs (bonus)

Primary applications (1)

Execution units of general purpose microprocessors

Integer units Floating point units

Integers(8, 16, 32, 64 bits)

Real numbers (32, 64 bits)

Primary applications (2)

Digital signal and digital image processing

Real or complex numbers(fixed-point or floating point)

e.g., digital filters Discrete Fourier Transform Discrete Hilbert Transform

General purpose DSP processors

Specialized circuits

Primary applications (3)

Coding

Elements of the Galois fields GF(2n) (4-64 bits)

Error detection codesError correcting codes

Secret-key (Symmetric) Cryptosystems

key of Alice and Bob - KABkey of Alice and Bob - KAB

Alice Bob

Network

Encryption Decryption

Hash Function

arbitrary length

message

hashfunction

hash valueh(m)

h

m

fixed length

It is computationallyinfeasible to find such

m and m’ thath(m)=h(m’)

Primary applications (4)

Cryptography

Integers (16, 32, 64 bits)

IDEA, RC6, Mars,SHA-3 candidates: SIMD, Shabal, Skein, BLAKE

Twofish, Rijndael,SHA-3 candidates

Elements of the Galois field GF(2n) (4, 8 bits)

RC6

MARS

Twofish

MUL32, 2 x ROL32,S-box 9x32

Mainoperations

Auxiliaryoperations

XOR,ADD/SUB32

2 x SQR32,2 x ROL32

XOR,ADD/SUB32

96 S-box 4x4,24 MUL GF(28)

XORADD32

Rijndael

Serpent 8 x 32 S-box 4x4

XOR

16 S-box 8x824 MUL GF(28)

XOR

34

Basic Operations of 14 SHA-3 Candidates

34NTT – Number Theoretic Transform, GF MUL – Galois Field multiplication,

MUL – integer multiplication, mADDn – multioperand addition with n operands

Public Key (Asymmetric) Cryptosystems

Public key of Bob - KBPrivate key of Bob - kB

Alice Bob

Network

Encryption Decryption

RSA as a trap-door one-way function

M C = f(M) = Me mod N C

M = f-1(C) = Cd mod N

PUBLIC KEY

PRIVATE KEY

N = P Q P, Q - large prime numbers

e d 1 mod ((P-1)(Q-1))

RSA keys

PUBLIC KEY PRIVATE KEY

{ e, N } { d, P, Q }

N = P Q

e d 1 mod ((P-1)(Q-1))

P, Q - large prime numbers

Primary applications (5)

Cryptography

Long integers (1k-16k bits)

Public key cryptography

RSA, DSA,Diffie-Hellman

Elliptic Curve Cryptosystems,Pairing Based Cryptosystems

Elements of the Galois field GF(2n) (160-512 bits)

Primary applications (5)

Cipher Breaking

Public key cryptography

RSA PUBLIC KEY RSA PRIVATE KEY

{ e, N } { d, P, Q }

N = P Q P, Q

e d 1 mod ((P-1)(Q-1))