SlideShare ist ein Scribd-Unternehmen logo
1 von 27
VLSI Circuit Design
IC Products
 Processors
– CPU, DSP, Controllers
 Memory chips
– RAM, ROM, EEPROM
 Analog
– Mobile communication,
audio/video processing
 Programmable
– PLA, FPGA
 Embedded systems
– Used in cars, factories
– Network cards
 System-on-chip (SoC)
Images: amazon.com
Content
MOSFET Theory
 MOS transistor theory including Gate-Oxide-Channel structure at different gate
voltages (Accumulation, Depletion, Inversion),
 MOS operating regions at various Gate and Drain voltages (Cut-off, Inversion,
Linear, Saturation),
 threshold voltage and equation at zero substrate bias,
 I-V characteristics (drain current equation),
 C-V characteristics (MOS capacitances),
 Non-ideal I-V effects (2nd order effects).
CMOS inverter
 Basics of CMOS inverter.
 graphical derivation of the DC transfer characteristics,
 inverter operation at various operating regions,
 variation of the transfer characteristics with change in the βn/βp ratio,
 Noise Margin.
 Non-inverting buffers, Tri-state buffers, Tri-state Inverters,
Content (cont.)
CMOS Processing
 Basic processes of silicon semiconductor technology including
– wafer processing,
– photolithography,
– oxidation,
– adding impurities through epitaxy,
– deposition,
– ion-implantation and
– diffusion and
– the silicon gate process.
 Major steps (including different masks and corresponding
process cross sections) involved in fabricating a CMOS inverter
(using n-well CMOS processing) will be discussed in detail.
Content (cont.)
CMOS gates
 Compound Gates,
 Transistor Sizing,
 Pass Transistors and
 Transmission Gates.
Delay Estimation
 RC delay model & Elmore delay
 Logical Effort
VLSI:Very Large Scale Integration
 Integration: Integrated Circuits
– multiple devices on one substrate
 How large is Very Large?
 SSI (small scale integration)
– 7400 series, 10-100 transistors
 MSI (medium scale)
– 74000 series 100-1000
 LSI 1,000-10,000 transistors
 VLSI > 10,000 transistors
 ULSI/SLSI (some disagreement)
The First Computer
The Babbage
Difference Engine
(1832)
25,000 parts
cost: £17,470
ENIAC - The first electronic computer (1946)
Digital Integrated Circuits © Prentice Hall 1995Introduction
Dual port RAM
Full custom
Standard cell
ASIC with mixture of full custom,RAM and standard cells
FIFO
Single port RAM
Pentium
August 15, 2019204424 Digital Design Automation
11
VLSI Trends: Moore’s Law
 In 1965, Gordon Moore predicted that
transistors would continue to shrink, allowing:
– Doubled transistor density every 18-24 months
– Doubled performance every 18-24 months
 History has proven Moore right
 But, is the end is in sight?
– Physical limitations
– Economic limitations
I’m smiling
because I
was right!
Gordon Moore
Intel Co-Founder and Chairmain Emeritus
Image source: Intel Corporation www.intel.com
Moore’s Law (cont)
 Intel co-founder Gorden Moore notice in 1964
 Number of transistors doubled every 12 months
while price unchanged
 Slowed down in the 1980s to every 18 months
 Amazingly still correct, likely to keep until 2010.
Moore’s Law, Intel’s Version
Transistors
10K
100K
1M
10M
1975 1980 1985 1990 1995
4040 8080
8086 80286
80386
80486
Pentium
Pentium III
1K
2000
IC Scales
Integration level Abbreviation Number of devices on a chip
Small Scale Integration SSI 2 to 50
Medium Scale Integration MSI 50 to 5,000
Large Scale Integration LSI 5,000 to 100,000
Very Large Scale Integration VLSI 100,000 to 10,000,000
Ultra Large Scale Integration ULSI 10,000,000 to 1,000,000,000
Super Large Scale Integration SLSI over 1,000,000,000
Road Map Semiconductor Industry
1995 1997 1999 2001 2004 2007
Minimum feature size (mm) 0.35 0.25 0.18 0.13 0.10 0.07
DRAM
Bits/chip 64 M 256 M 1 G 4 G 16 G 64 G
Cost/bits @ volume
(millicents) 0.017 0.007 0.003 0.001 0.0005 0.0002
Microprocessor
Transistors/cm2
4 M 7 M 13 M 25 M 50 M 90 M
Cost/Transistor @ volume
(millicents) 1 0.5 0.2 0.1 0.05 0.02
ASIC
Transistors/cm2
2 M 4 M 7 M 13 M 25 M 40 M
Cost/Transistor @ volume
(millicents) 0.3 0.1 0.05 0.03 0.02 0.01
Wafer size (mm) 200 200 200 -
300
300 300 300 –
400 (?)
Brief History
 First Transistor, AT&T Bell Lab, 1947
(John Bardeen & Walter Brattain) (Ge)
 First Single Crystal Germanium, 1950
 First Single Crystal Silicon, 1952
 First IC device, TI, 1958 (Jack Kilby)
 First IC product, Fairchild Camera,
1961(Robert Noyce)
First Transistor, Bell Lab, 1947
Photo courtesy:
AT&T Archive
John Bardeen, William Shockley and Walter Brattain
Photo courtesy: Lucent Technologies Inc.
First Transistor and Its Inventors
First IC Device Made by Jack Kilby of Texas
Instrument in 1958
Photo courtesy: Texas Instruments
First Silicon IC Chip Made by Robert
Noyce of Fairchild Camera in 1961
Photo courtesy: Fairchild Semiconductor International
MOSFET
~10nm
2000年 2015年
圖形取自Texas Instruments
IC Design:
CMOS Inverter
Metal 1, AlCu
P-Epi
P-Wafer
N-WellP-Well
PMD
p + p +n +n +
W
Metal 1
Contact
P-well
N-wellPolycide gate and local
interconnection
N-channel active region
N-channel Vt
N-channel LDD
N-channel S/D
P-channel active region
P-channel Vt
P-channel LDD
P-channel S/D
Shallow trench isolation (STI)
Vss
Vdd
NMOS PMOS
Vin
Vout
STI
(a)
(b)
(c)
MPU
CMOS Chip with
4 Metal Layers
FSG
Metal 4 Copper
Passivation 1, USG
Passivation 2, nitride
Lead-tin
alloy bump
FSG
CopperMetal 2
FSG
FSG
CopperMetal 3
FSG
P-epi
P-wafer
N-wellP-well
n+
STI p+
p+
USGn+
PSG Tungsten
FSG
Cu Cu
Tantalum
barrier layer
Nitride etch
stop layer
Nitride
seal layer
M 1
Tungsten local
Interconnection
Tungsten plug
PMD nitride
barrier layer
T/TiN barrier &
adhesion layer
Tantalum
barrier layer
Teacher Profile
https://sites.google.com/site/syedmkbari/Home
 Research Interest:
 Analog, RF, Mixed Signal & Digital circuit and IC design
 Ultra low power circuits
 High frequency electronics
 Background Highlight:
 7 years Experience as Analog IC Design Engineer
 13 Publications, 1 Patent
 Designed ICs:
 LDO Regulator
 Boost Regulator
 LED Driver
 CFL Driver
 PFM Controller.
 Microprocessor Supervisor
 Bandgap Reference
Journal Publications
 2. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Harun ur Rashid, “Design and Implementation of PFM mode
high efficiency Boost Regulator,” Journal of Analog Integrated Circuits and Signal Processing (4 August 2011), pp. 1-
10. doi: 10.1007/s10470-011-9717-3.
1. Md. Waliullah Khan NOMANI, Syed Mustafa Khelat BARI, Tanwir Zubair ISLAM, Mohammad Nazrul ISLAM,
‘‘Invariant Bangla Character Recognition using a Projection-slice Synthetic-discriminant-function-based Algorithm,”
Istanbul University–Journal of Electrical and Electronic Engineering, Vol. 7 # 2, pp. 403-409, 2007
Selected Conference Publications
 15. Syed Mustafa Khelat Bari, Nur-e-elahi Shonchoy, Farah Tasnuba Kabir, Arif Khan “Design and Performance
Analysis of Ultra Fast CNFET Comparator and CMOS Implementation Comparison” (accepted in UKSim2012 in
Cambridge, UK).
 14. Syed Mustafa Khelat Bari, Subrata Biswas, AKM Arifuzzzaman, Habib Nazir, "A Novel Design and Performance
Analysis of Dynamic Threshold-Voltage CNTFET for High-Speed Multiple Voltage Level Detector" (accepted in
UKSim2012 in Cambridge, UK).
 13. Rakibul Akanda, AKM Arifuzzzaman, Syed Mustafa Khelat Bari, "Designing Quaternary Logic Gates Using
Carbon Nanotube Field Effect Transistor", been accepted for presentation at the 16th IEEE Mediterranean
Electrotechnical Conference (MELECON 2012), to be held in Yasmine Hammamet, Tunisia from 25-28 March 2012.
 12. Ahmed Mortuza Saleque, S.M. Ferdous, Mohd. Sadeed Al Hossain, Taisir Shahid, Syed Mustafa Khelat Bari,
“Characterization and Performance Analysis of a Sensorless Interior Permanent Magnet Synchronous Motor Controlled
by an Artificial Neural Network based Algorithm” in the proceedings of XIII International Conference on Electrical
Machines, Drives and Power Systems, ELMA 2011, October 2011, Varna, Bulgaria, p. 97-108, ISSN 1313-4965.
 11. Syed Mustafa Khelat Bari, Khondker Zakir Ahmed, Didar Islam, "Implementation of Highly Accurate NMOS VTH
Based Clamping Technique in Low Current Comparator" pp. 592-595, Proceedings of IEEE Asia-Pacific Conference on
Circuits and Systems, IEEE APCCAS-2010, on Dec 06-09, 2010, Kuala Lumpur, Malaysia. DOI -
10.1109/APCCAS.2010.5774917
 10. Khondker Zakir Ahmed, Mohammad Shahidul Islam, Syed Mustafa Khelat Bari, M. R. R. Mazumder, A.B.M.H. Rashid, "Design
of a linearly increasing inrush current limit circuit for DC-DC boost regulators" pp. 863-866, Proceedings of IEEE Asia-Pacific
Conference on Circuits and Systems, IEEE APCCAS-2010, on Dec 06-09, 2010, Kuala Lumpur, Malaysia. DOI-
10.1109/APCCAS.2010.5774913
 9. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Didar Islam, A.B.M. H.Rashid, "Design and Implementation of Ultra Low
Bias Current High Efficiency PFM Mode DC-DC Boost Regulator" pp. 454-457, Proceedings of International conference on
Electrical and Computer Engineering, ICECE 2010, on Dec 18-20, 2010, Dhaka, Bangladesh. DOI- 10.1109/ICELCE.2010.5700727
 8. Syed Mustafa Khelat Bari, Khondker Zakir Ahmed, Mohiuddin Hafiz and A.B.M. H.Rashid “An Improved Method of Highly
Accurate Supply Detection using Bandgap Reference Circuit and Its Implementation in a Pseudo BiCMOS Process” pp. 311-314,
Proceedings of the 5th International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.
 7. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Moakhkharul Islam, Didar Islam, Mohiuddin Hafiz and Q. D. M. Khosru
“Analysis of efficiency optimization for PFM mode switching DC-DC boost regulator” pp. 195-198, Proceedings of the 5th
International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.
 6. Mohiuddin Hafiz, Tania Ansari, Khondker Zakir Ahmed, Syed Jaffry and Syed Mustafa Khelat Bari, “A very low voltage high
duty cycle step-up regulator”, pp. 506-511, Proceedings of the 5th International Conference on Electrical and Computer Engineering
(ICECE 2008), Dec 20-22, 2008.
 5. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Didar Islam, “Design and implementation of semi-quadratic slope
compensation circuit for PWM peak current mode Boost regulator”, pp. 512-515, Proceedings of the 5th International Conference on
Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.
 4. Z. Islam, M. W. K. Nomani, S. M. . Bari, M. R. Haider and M. N. Islam, ‘‘Joint power spectrum addition technique for optical
color pattern recognition,’’ in Proc. EUSIPCO 2004, Vienna, Austria, Sept. 2004.
 3. M. W. K. Nomani, T. Z. Islam, S. M. K. Bari, M. R. Haider, and M. N. Islam, “Distortion Invariant Class-associative Target
detection using Projection-slice Synthetic Discriminant Function” in Proc. of 3rd International Conference on Electrical & Computer
Engineering, ICECE2004, December 28-30, pp. 108-111, Dhaka, Bangladesh.
 2. M. W. K. Nomani, S. M. K. Bari, T. Z. Islam, M. R. Haider, and M. N. Islam, ‘‘Gain-adjustable non-linear iscrimination function for
optical pattern recognition,’’ in Proc. ICEECE, December 22-24, 2003, Dhaka, Bangladesh.
 1. S. M. K. Bari, T. Z. Islam, M. W. K. Nomani, M. R. Haider and M. N. Islam, ‘‘Invariant Bangla Character Recognition using a
Projection-slice Synthetic-discriminant-function-based Algorithm,’’ in Proc. NCCPB, February 21, 2004, Dhaka, Bangladesh.

Weitere ähnliche Inhalte

Was ist angesagt?

Introduction to VLSI
Introduction to VLSIIntroduction to VLSI
Introduction to VLSIShams Tabrej
 
VLSI Design-Lecture2 introduction to ic technology
VLSI Design-Lecture2 introduction to ic technologyVLSI Design-Lecture2 introduction to ic technology
VLSI Design-Lecture2 introduction to ic technologysritulasiadigopula
 
Introduction to ic technology and applications
Introduction to ic technology and applicationsIntroduction to ic technology and applications
Introduction to ic technology and applicationsalexsagar
 
They're Not Making Smaller Atoms
They're Not Making Smaller AtomsThey're Not Making Smaller Atoms
They're Not Making Smaller AtomsIan Phillips
 
Vlsi techniques
Vlsi techniquesVlsi techniques
Vlsi techniquesarpit1010
 
IC Technology
IC Technology IC Technology
IC Technology sdpable
 
Integrated circuits and digital functions
Integrated circuits and digital functionsIntegrated circuits and digital functions
Integrated circuits and digital functionslaksrags
 
SOI Applications -- an overview and some examples
SOI Applications -- an overview and some examplesSOI Applications -- an overview and some examples
SOI Applications -- an overview and some examplesAdele Hars
 
Integrated circuits
Integrated circuitsIntegrated circuits
Integrated circuitsdhawal mehta
 
Integrated circuit wafer
Integrated circuit waferIntegrated circuit wafer
Integrated circuit wafermyklmafia
 
Know About Different Types of Integrated Circuits
Know About Different Types of Integrated CircuitsKnow About Different Types of Integrated Circuits
Know About Different Types of Integrated Circuitselprocus
 
Integrated circuit
Integrated circuitIntegrated circuit
Integrated circuitJessa Arnado
 
Fundamentals of cmos vlsi
Fundamentals of cmos vlsiFundamentals of cmos vlsi
Fundamentals of cmos vlsibhavyamc81
 
Integrated Circuits
Integrated CircuitsIntegrated Circuits
Integrated CircuitsANAND G
 
S3 s short course intro soi apps (1)
S3 s short course intro soi apps (1)S3 s short course intro soi apps (1)
S3 s short course intro soi apps (1)cddsoitec
 

Was ist angesagt? (20)

Vlsi
VlsiVlsi
Vlsi
 
Introduction to VLSI
Introduction to VLSIIntroduction to VLSI
Introduction to VLSI
 
VLSI Design-Lecture2 introduction to ic technology
VLSI Design-Lecture2 introduction to ic technologyVLSI Design-Lecture2 introduction to ic technology
VLSI Design-Lecture2 introduction to ic technology
 
Introduction to ic technology and applications
Introduction to ic technology and applicationsIntroduction to ic technology and applications
Introduction to ic technology and applications
 
Basics Of VLSI
Basics Of VLSIBasics Of VLSI
Basics Of VLSI
 
Basics of vlsi
Basics of vlsiBasics of vlsi
Basics of vlsi
 
They're Not Making Smaller Atoms
They're Not Making Smaller AtomsThey're Not Making Smaller Atoms
They're Not Making Smaller Atoms
 
Vlsi techniques
Vlsi techniquesVlsi techniques
Vlsi techniques
 
IC Technology
IC Technology IC Technology
IC Technology
 
Integrated circuits and digital functions
Integrated circuits and digital functionsIntegrated circuits and digital functions
Integrated circuits and digital functions
 
SOI Applications -- an overview and some examples
SOI Applications -- an overview and some examplesSOI Applications -- an overview and some examples
SOI Applications -- an overview and some examples
 
Integrated circuits
Integrated circuitsIntegrated circuits
Integrated circuits
 
Integrated circuit wafer
Integrated circuit waferIntegrated circuit wafer
Integrated circuit wafer
 
Know About Different Types of Integrated Circuits
Know About Different Types of Integrated CircuitsKnow About Different Types of Integrated Circuits
Know About Different Types of Integrated Circuits
 
Integrated circuit
Integrated circuitIntegrated circuit
Integrated circuit
 
Fundamentals of cmos vlsi
Fundamentals of cmos vlsiFundamentals of cmos vlsi
Fundamentals of cmos vlsi
 
Soi aalam
Soi aalamSoi aalam
Soi aalam
 
Integrated Circuits
Integrated CircuitsIntegrated Circuits
Integrated Circuits
 
S3 s short course intro soi apps (1)
S3 s short course intro soi apps (1)S3 s short course intro soi apps (1)
S3 s short course intro soi apps (1)
 
Internet service
Internet serviceInternet service
Internet service
 

Ähnlich wie Vlsi circuit design 2

CMOS_Basics_PPT.pdf
CMOS_Basics_PPT.pdfCMOS_Basics_PPT.pdf
CMOS_Basics_PPT.pdfRaviShah190
 
Ic Technology
Ic Technology Ic Technology
Ic Technology sdpable
 
Very Large Scale Integrated Circuits VLSI Overview
Very Large Scale Integrated Circuits VLSI OverviewVery Large Scale Integrated Circuits VLSI Overview
Very Large Scale Integrated Circuits VLSI OverviewEngr. Bilal Sarwar
 
CMOS VLSI design
CMOS VLSI designCMOS VLSI design
CMOS VLSI designRajan Kumar
 
Linear Integrated Circuits -LIC!
Linear Integrated Circuits -LIC!Linear Integrated Circuits -LIC!
Linear Integrated Circuits -LIC!PRABHAHARAN429
 
Performance beyond moore's law
Performance beyond moore's lawPerformance beyond moore's law
Performance beyond moore's lawAnand Haridass
 
ETE444-lec1-nano-introduction.ppt
ETE444-lec1-nano-introduction.pptETE444-lec1-nano-introduction.ppt
ETE444-lec1-nano-introduction.pptmashiur
 
VLSI NOTES.docx notes for vlsi ece deptmnt
VLSI NOTES.docx notes for vlsi ece deptmntVLSI NOTES.docx notes for vlsi ece deptmnt
VLSI NOTES.docx notes for vlsi ece deptmntnitcse
 
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...IOSR Journals
 
Technology overview
Technology overviewTechnology overview
Technology overviewvirtuehm
 
Microcontrollers and intro to real time programming 1
Microcontrollers and intro to real time programming 1Microcontrollers and intro to real time programming 1
Microcontrollers and intro to real time programming 1SSGMCE SHEGAON
 

Ähnlich wie Vlsi circuit design 2 (20)

CMOS_Basics_PPT.pdf
CMOS_Basics_PPT.pdfCMOS_Basics_PPT.pdf
CMOS_Basics_PPT.pdf
 
Ic Technology
Ic Technology Ic Technology
Ic Technology
 
Very Large Scale Integrated Circuits VLSI Overview
Very Large Scale Integrated Circuits VLSI OverviewVery Large Scale Integrated Circuits VLSI Overview
Very Large Scale Integrated Circuits VLSI Overview
 
1 1 vlsi introduction_overview
1 1 vlsi introduction_overview1 1 vlsi introduction_overview
1 1 vlsi introduction_overview
 
CMOS VLSI design
CMOS VLSI designCMOS VLSI design
CMOS VLSI design
 
Essential of VLSI
Essential of VLSIEssential of VLSI
Essential of VLSI
 
Linear Integrated Circuits -LIC!
Linear Integrated Circuits -LIC!Linear Integrated Circuits -LIC!
Linear Integrated Circuits -LIC!
 
Project_Overview_Chernyavskiy
Project_Overview_ChernyavskiyProject_Overview_Chernyavskiy
Project_Overview_Chernyavskiy
 
Performance beyond moore's law
Performance beyond moore's lawPerformance beyond moore's law
Performance beyond moore's law
 
L1,2,3.pdf
L1,2,3.pdfL1,2,3.pdf
L1,2,3.pdf
 
Vlsi td introduction
Vlsi td introductionVlsi td introduction
Vlsi td introduction
 
res9b
res9bres9b
res9b
 
ETE444-lec1-nano-introduction.ppt
ETE444-lec1-nano-introduction.pptETE444-lec1-nano-introduction.ppt
ETE444-lec1-nano-introduction.ppt
 
VLSI NOTES.docx notes for vlsi ece deptmnt
VLSI NOTES.docx notes for vlsi ece deptmntVLSI NOTES.docx notes for vlsi ece deptmnt
VLSI NOTES.docx notes for vlsi ece deptmnt
 
L1 introduction
L1 introductionL1 introduction
L1 introduction
 
Introduction to IC.ppt
Introduction to IC.pptIntroduction to IC.ppt
Introduction to IC.ppt
 
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...
Applications Of Mems In Robotics And Bio Mems Using Psoc With Metal Detector ...
 
Technology overview
Technology overviewTechnology overview
Technology overview
 
Microcontrollers and intro to real time programming 1
Microcontrollers and intro to real time programming 1Microcontrollers and intro to real time programming 1
Microcontrollers and intro to real time programming 1
 
Vlsi
VlsiVlsi
Vlsi
 

Mehr von Sirat Mahmood

Transforming data into information
Transforming data into informationTransforming data into information
Transforming data into informationSirat Mahmood
 
The basics of information systems
The basics of information systemsThe basics of information systems
The basics of information systemsSirat Mahmood
 
Symmetrical components
Symmetrical componentsSymmetrical components
Symmetrical componentsSirat Mahmood
 
Single phase induction motor
Single phase induction motorSingle phase induction motor
Single phase induction motorSirat Mahmood
 
Semiconductor diodes1
Semiconductor diodes1Semiconductor diodes1
Semiconductor diodes1Sirat Mahmood
 
Semiconductor diodes
Semiconductor diodesSemiconductor diodes
Semiconductor diodesSirat Mahmood
 
Nuclear power station
Nuclear power stationNuclear power station
Nuclear power stationSirat Mahmood
 
Introducing computer systems
Introducing computer systemsIntroducing computer systems
Introducing computer systemsSirat Mahmood
 
Infrared & Thermal Testing
 Infrared & Thermal Testing Infrared & Thermal Testing
Infrared & Thermal TestingSirat Mahmood
 
Station Performance and Operation Characteristics
Station Performance and Operation Characteristics Station Performance and Operation Characteristics
Station Performance and Operation Characteristics Sirat Mahmood
 
Defects in Materials
Defects in MaterialsDefects in Materials
Defects in MaterialsSirat Mahmood
 
Condition Monitoring Technology
Condition Monitoring Technology Condition Monitoring Technology
Condition Monitoring Technology Sirat Mahmood
 
7 Cs OF BUSINESS WRITING
7 Cs OF BUSINESS WRITING7 Cs OF BUSINESS WRITING
7 Cs OF BUSINESS WRITINGSirat Mahmood
 

Mehr von Sirat Mahmood (20)

Video and sound
Video and soundVideo and sound
Video and sound
 
Transforming data into information
Transforming data into informationTransforming data into information
Transforming data into information
 
The basics of information systems
The basics of information systemsThe basics of information systems
The basics of information systems
 
Synchronous motor
Synchronous motorSynchronous motor
Synchronous motor
 
Symmetrical components
Symmetrical componentsSymmetrical components
Symmetrical components
 
Single phase induction motor
Single phase induction motorSingle phase induction motor
Single phase induction motor
 
Semiconductor diodes1
Semiconductor diodes1Semiconductor diodes1
Semiconductor diodes1
 
Semiconductor diodes
Semiconductor diodesSemiconductor diodes
Semiconductor diodes
 
Nuclear power station
Nuclear power stationNuclear power station
Nuclear power station
 
Network basics
Network basicsNetwork basics
Network basics
 
Mosfet
MosfetMosfet
Mosfet
 
Modern cpus
Modern cpusModern cpus
Modern cpus
 
Introducing computer systems
Introducing computer systemsIntroducing computer systems
Introducing computer systems
 
Infrared & Thermal Testing
 Infrared & Thermal Testing Infrared & Thermal Testing
Infrared & Thermal Testing
 
Engineering drawing
Engineering drawingEngineering drawing
Engineering drawing
 
Station Performance and Operation Characteristics
Station Performance and Operation Characteristics Station Performance and Operation Characteristics
Station Performance and Operation Characteristics
 
Defects in Materials
Defects in MaterialsDefects in Materials
Defects in Materials
 
Condition Monitoring Technology
Condition Monitoring Technology Condition Monitoring Technology
Condition Monitoring Technology
 
Combinational Logic
Combinational LogicCombinational Logic
Combinational Logic
 
7 Cs OF BUSINESS WRITING
7 Cs OF BUSINESS WRITING7 Cs OF BUSINESS WRITING
7 Cs OF BUSINESS WRITING
 

Kürzlich hochgeladen

Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfMr Bounab Samir
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Celine George
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfSpandanaRallapalli
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Celine George
 
Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceSamikshaHamane
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Gas measurement O2,Co2,& ph) 04/2024.pptx
Gas measurement O2,Co2,& ph) 04/2024.pptxGas measurement O2,Co2,& ph) 04/2024.pptx
Gas measurement O2,Co2,& ph) 04/2024.pptxDr.Ibrahim Hassaan
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designMIPLM
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYKayeClaireEstoconing
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Jisc
 
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxGrade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxChelloAnnAsuncion2
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Celine George
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 

Kürzlich hochgeladen (20)

Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdfLike-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
Like-prefer-love -hate+verb+ing & silent letters & citizenship text.pdf
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdf
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17
 
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptxYOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
 
Roles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in PharmacovigilanceRoles & Responsibilities in Pharmacovigilance
Roles & Responsibilities in Pharmacovigilance
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
Gas measurement O2,Co2,& ph) 04/2024.pptx
Gas measurement O2,Co2,& ph) 04/2024.pptxGas measurement O2,Co2,& ph) 04/2024.pptx
Gas measurement O2,Co2,& ph) 04/2024.pptx
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-design
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...
 
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxGrade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptxYOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 

Vlsi circuit design 2

  • 2. IC Products  Processors – CPU, DSP, Controllers  Memory chips – RAM, ROM, EEPROM  Analog – Mobile communication, audio/video processing  Programmable – PLA, FPGA  Embedded systems – Used in cars, factories – Network cards  System-on-chip (SoC) Images: amazon.com
  • 3. Content MOSFET Theory  MOS transistor theory including Gate-Oxide-Channel structure at different gate voltages (Accumulation, Depletion, Inversion),  MOS operating regions at various Gate and Drain voltages (Cut-off, Inversion, Linear, Saturation),  threshold voltage and equation at zero substrate bias,  I-V characteristics (drain current equation),  C-V characteristics (MOS capacitances),  Non-ideal I-V effects (2nd order effects). CMOS inverter  Basics of CMOS inverter.  graphical derivation of the DC transfer characteristics,  inverter operation at various operating regions,  variation of the transfer characteristics with change in the βn/βp ratio,  Noise Margin.  Non-inverting buffers, Tri-state buffers, Tri-state Inverters,
  • 4. Content (cont.) CMOS Processing  Basic processes of silicon semiconductor technology including – wafer processing, – photolithography, – oxidation, – adding impurities through epitaxy, – deposition, – ion-implantation and – diffusion and – the silicon gate process.  Major steps (including different masks and corresponding process cross sections) involved in fabricating a CMOS inverter (using n-well CMOS processing) will be discussed in detail.
  • 5. Content (cont.) CMOS gates  Compound Gates,  Transistor Sizing,  Pass Transistors and  Transmission Gates. Delay Estimation  RC delay model & Elmore delay  Logical Effort
  • 6. VLSI:Very Large Scale Integration  Integration: Integrated Circuits – multiple devices on one substrate  How large is Very Large?  SSI (small scale integration) – 7400 series, 10-100 transistors  MSI (medium scale) – 74000 series 100-1000  LSI 1,000-10,000 transistors  VLSI > 10,000 transistors  ULSI/SLSI (some disagreement)
  • 7. The First Computer The Babbage Difference Engine (1832) 25,000 parts cost: £17,470
  • 8. ENIAC - The first electronic computer (1946) Digital Integrated Circuits © Prentice Hall 1995Introduction
  • 9. Dual port RAM Full custom Standard cell ASIC with mixture of full custom,RAM and standard cells FIFO Single port RAM
  • 11. August 15, 2019204424 Digital Design Automation 11 VLSI Trends: Moore’s Law  In 1965, Gordon Moore predicted that transistors would continue to shrink, allowing: – Doubled transistor density every 18-24 months – Doubled performance every 18-24 months  History has proven Moore right  But, is the end is in sight? – Physical limitations – Economic limitations I’m smiling because I was right! Gordon Moore Intel Co-Founder and Chairmain Emeritus Image source: Intel Corporation www.intel.com
  • 12. Moore’s Law (cont)  Intel co-founder Gorden Moore notice in 1964  Number of transistors doubled every 12 months while price unchanged  Slowed down in the 1980s to every 18 months  Amazingly still correct, likely to keep until 2010.
  • 13. Moore’s Law, Intel’s Version Transistors 10K 100K 1M 10M 1975 1980 1985 1990 1995 4040 8080 8086 80286 80386 80486 Pentium Pentium III 1K 2000
  • 14. IC Scales Integration level Abbreviation Number of devices on a chip Small Scale Integration SSI 2 to 50 Medium Scale Integration MSI 50 to 5,000 Large Scale Integration LSI 5,000 to 100,000 Very Large Scale Integration VLSI 100,000 to 10,000,000 Ultra Large Scale Integration ULSI 10,000,000 to 1,000,000,000 Super Large Scale Integration SLSI over 1,000,000,000
  • 15. Road Map Semiconductor Industry 1995 1997 1999 2001 2004 2007 Minimum feature size (mm) 0.35 0.25 0.18 0.13 0.10 0.07 DRAM Bits/chip 64 M 256 M 1 G 4 G 16 G 64 G Cost/bits @ volume (millicents) 0.017 0.007 0.003 0.001 0.0005 0.0002 Microprocessor Transistors/cm2 4 M 7 M 13 M 25 M 50 M 90 M Cost/Transistor @ volume (millicents) 1 0.5 0.2 0.1 0.05 0.02 ASIC Transistors/cm2 2 M 4 M 7 M 13 M 25 M 40 M Cost/Transistor @ volume (millicents) 0.3 0.1 0.05 0.03 0.02 0.01 Wafer size (mm) 200 200 200 - 300 300 300 300 – 400 (?)
  • 16. Brief History  First Transistor, AT&T Bell Lab, 1947 (John Bardeen & Walter Brattain) (Ge)  First Single Crystal Germanium, 1950  First Single Crystal Silicon, 1952  First IC device, TI, 1958 (Jack Kilby)  First IC product, Fairchild Camera, 1961(Robert Noyce)
  • 17. First Transistor, Bell Lab, 1947 Photo courtesy: AT&T Archive
  • 18. John Bardeen, William Shockley and Walter Brattain Photo courtesy: Lucent Technologies Inc. First Transistor and Its Inventors
  • 19. First IC Device Made by Jack Kilby of Texas Instrument in 1958 Photo courtesy: Texas Instruments
  • 20. First Silicon IC Chip Made by Robert Noyce of Fairchild Camera in 1961 Photo courtesy: Fairchild Semiconductor International
  • 22. IC Design: CMOS Inverter Metal 1, AlCu P-Epi P-Wafer N-WellP-Well PMD p + p +n +n + W Metal 1 Contact P-well N-wellPolycide gate and local interconnection N-channel active region N-channel Vt N-channel LDD N-channel S/D P-channel active region P-channel Vt P-channel LDD P-channel S/D Shallow trench isolation (STI) Vss Vdd NMOS PMOS Vin Vout STI (a) (b) (c)
  • 23. MPU
  • 24. CMOS Chip with 4 Metal Layers FSG Metal 4 Copper Passivation 1, USG Passivation 2, nitride Lead-tin alloy bump FSG CopperMetal 2 FSG FSG CopperMetal 3 FSG P-epi P-wafer N-wellP-well n+ STI p+ p+ USGn+ PSG Tungsten FSG Cu Cu Tantalum barrier layer Nitride etch stop layer Nitride seal layer M 1 Tungsten local Interconnection Tungsten plug PMD nitride barrier layer T/TiN barrier & adhesion layer Tantalum barrier layer
  • 25. Teacher Profile https://sites.google.com/site/syedmkbari/Home  Research Interest:  Analog, RF, Mixed Signal & Digital circuit and IC design  Ultra low power circuits  High frequency electronics  Background Highlight:  7 years Experience as Analog IC Design Engineer  13 Publications, 1 Patent  Designed ICs:  LDO Regulator  Boost Regulator  LED Driver  CFL Driver  PFM Controller.  Microprocessor Supervisor  Bandgap Reference
  • 26. Journal Publications  2. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Harun ur Rashid, “Design and Implementation of PFM mode high efficiency Boost Regulator,” Journal of Analog Integrated Circuits and Signal Processing (4 August 2011), pp. 1- 10. doi: 10.1007/s10470-011-9717-3. 1. Md. Waliullah Khan NOMANI, Syed Mustafa Khelat BARI, Tanwir Zubair ISLAM, Mohammad Nazrul ISLAM, ‘‘Invariant Bangla Character Recognition using a Projection-slice Synthetic-discriminant-function-based Algorithm,” Istanbul University–Journal of Electrical and Electronic Engineering, Vol. 7 # 2, pp. 403-409, 2007 Selected Conference Publications  15. Syed Mustafa Khelat Bari, Nur-e-elahi Shonchoy, Farah Tasnuba Kabir, Arif Khan “Design and Performance Analysis of Ultra Fast CNFET Comparator and CMOS Implementation Comparison” (accepted in UKSim2012 in Cambridge, UK).  14. Syed Mustafa Khelat Bari, Subrata Biswas, AKM Arifuzzzaman, Habib Nazir, "A Novel Design and Performance Analysis of Dynamic Threshold-Voltage CNTFET for High-Speed Multiple Voltage Level Detector" (accepted in UKSim2012 in Cambridge, UK).  13. Rakibul Akanda, AKM Arifuzzzaman, Syed Mustafa Khelat Bari, "Designing Quaternary Logic Gates Using Carbon Nanotube Field Effect Transistor", been accepted for presentation at the 16th IEEE Mediterranean Electrotechnical Conference (MELECON 2012), to be held in Yasmine Hammamet, Tunisia from 25-28 March 2012.  12. Ahmed Mortuza Saleque, S.M. Ferdous, Mohd. Sadeed Al Hossain, Taisir Shahid, Syed Mustafa Khelat Bari, “Characterization and Performance Analysis of a Sensorless Interior Permanent Magnet Synchronous Motor Controlled by an Artificial Neural Network based Algorithm” in the proceedings of XIII International Conference on Electrical Machines, Drives and Power Systems, ELMA 2011, October 2011, Varna, Bulgaria, p. 97-108, ISSN 1313-4965.  11. Syed Mustafa Khelat Bari, Khondker Zakir Ahmed, Didar Islam, "Implementation of Highly Accurate NMOS VTH Based Clamping Technique in Low Current Comparator" pp. 592-595, Proceedings of IEEE Asia-Pacific Conference on Circuits and Systems, IEEE APCCAS-2010, on Dec 06-09, 2010, Kuala Lumpur, Malaysia. DOI - 10.1109/APCCAS.2010.5774917
  • 27.  10. Khondker Zakir Ahmed, Mohammad Shahidul Islam, Syed Mustafa Khelat Bari, M. R. R. Mazumder, A.B.M.H. Rashid, "Design of a linearly increasing inrush current limit circuit for DC-DC boost regulators" pp. 863-866, Proceedings of IEEE Asia-Pacific Conference on Circuits and Systems, IEEE APCCAS-2010, on Dec 06-09, 2010, Kuala Lumpur, Malaysia. DOI- 10.1109/APCCAS.2010.5774913  9. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Didar Islam, A.B.M. H.Rashid, "Design and Implementation of Ultra Low Bias Current High Efficiency PFM Mode DC-DC Boost Regulator" pp. 454-457, Proceedings of International conference on Electrical and Computer Engineering, ICECE 2010, on Dec 18-20, 2010, Dhaka, Bangladesh. DOI- 10.1109/ICELCE.2010.5700727  8. Syed Mustafa Khelat Bari, Khondker Zakir Ahmed, Mohiuddin Hafiz and A.B.M. H.Rashid “An Improved Method of Highly Accurate Supply Detection using Bandgap Reference Circuit and Its Implementation in a Pseudo BiCMOS Process” pp. 311-314, Proceedings of the 5th International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.  7. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Moakhkharul Islam, Didar Islam, Mohiuddin Hafiz and Q. D. M. Khosru “Analysis of efficiency optimization for PFM mode switching DC-DC boost regulator” pp. 195-198, Proceedings of the 5th International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.  6. Mohiuddin Hafiz, Tania Ansari, Khondker Zakir Ahmed, Syed Jaffry and Syed Mustafa Khelat Bari, “A very low voltage high duty cycle step-up regulator”, pp. 506-511, Proceedings of the 5th International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.  5. Khondker Zakir Ahmed, Syed Mustafa Khelat Bari, Didar Islam, “Design and implementation of semi-quadratic slope compensation circuit for PWM peak current mode Boost regulator”, pp. 512-515, Proceedings of the 5th International Conference on Electrical and Computer Engineering (ICECE 2008), Dec 20-22, 2008.  4. Z. Islam, M. W. K. Nomani, S. M. . Bari, M. R. Haider and M. N. Islam, ‘‘Joint power spectrum addition technique for optical color pattern recognition,’’ in Proc. EUSIPCO 2004, Vienna, Austria, Sept. 2004.  3. M. W. K. Nomani, T. Z. Islam, S. M. K. Bari, M. R. Haider, and M. N. Islam, “Distortion Invariant Class-associative Target detection using Projection-slice Synthetic Discriminant Function” in Proc. of 3rd International Conference on Electrical & Computer Engineering, ICECE2004, December 28-30, pp. 108-111, Dhaka, Bangladesh.  2. M. W. K. Nomani, S. M. K. Bari, T. Z. Islam, M. R. Haider, and M. N. Islam, ‘‘Gain-adjustable non-linear iscrimination function for optical pattern recognition,’’ in Proc. ICEECE, December 22-24, 2003, Dhaka, Bangladesh.  1. S. M. K. Bari, T. Z. Islam, M. W. K. Nomani, M. R. Haider and M. N. Islam, ‘‘Invariant Bangla Character Recognition using a Projection-slice Synthetic-discriminant-function-based Algorithm,’’ in Proc. NCCPB, February 21, 2004, Dhaka, Bangladesh.