The document provides an overview of an ECE5307 course on VLSI design. It discusses integrated circuits and CMOS technology. It covers the VLSI design process including behavioral, structural, and layout representations. Design approaches like full custom and semi-custom styles are compared. Fabrication process steps like oxidation, lithography, and metallization are outlined. Stick diagrams are introduced as a way to represent circuit layout using different colors or lines for layers like polysilicon and diffusion. Key rules for drawing stick diagrams are provided.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
2. Introduction
Integrated circuits (IC): Many transistors on one chip
Very Large Scale Integration (VLSI)
Complementary Metal Oxide Semiconductor (CMOS)
The advantages of CMOS are Fast, cheap, low power transistors
In this course, you are going to learn
How to build your own simple CMOS chip
About CMOS transistors
How to build logic gates from transistors
Transistor layout and fabrication
2
3. VLSI DESIGN / Design approaches
VLSI Design is about designing systems on a chip
The designs are complex
We need to use structured design techniques and
sophisticated design tools to manage the complexity of
the design
We also accept the fact that any technology we learn the
details of will be out of date soon
4.
5. Y Chart
5
• The design process, at various levels, is usually
evolutionary in nature.
• It starts with a given set of requirements. Initial
design is developed and tested against the
requirements.
• When requirements are not met, the design has to
be improved. If such improvement is either not
possible or too costly, then a revision of requirements
and an impact analysis must be considered.
• The Y-chart (first introduced by D. Gajski) illustrates a
design flow for most logic chips, using design activities
on three different axes (domains) which resemble the
letter "Y."
7. Y Chart
7
• The Y-chart consists of three domains of
representation, namely (i) behavioral domain, (ii)
structural domain, and (iii) geometrical layout
domain.
• The design flow starts from the algorithm that
describes the behavior of the target chip. The
corresponding architecture of the processor is first
defined.
• It is mapped onto the chip surface by floor planning.
The next design evolution in the behavioral domain
defines finite state machines (FSMs) which are
structurally implemented with functional modules such
as registers and arithmetic logic units (ALUs).
8. Y Chart
8
• These modules are then geometrically placed onto the
chip surface using CAD tools for automatic module
placement followed by routing, with a goal of
minimizing the interconnects area and signal
delays.
• The third evolution starts with a behavioral module
description.
• Individual modules are then implemented with leaf
cells. At this stage the chip is described in terms of
logic gates (leaf cells), which can be placed and
interconnected by using a cell placement and
routing program.
9. Y Chart
9
• The last evolution involves a detailed Boolean
description of leaf cells followed by a transistor level
implementation of leaf cells and mask generation.
• In the standard cell based design style, leaf cells are
pre-designed (at the transistor level) and stored in a
library for logic implementation, effectively eliminating
the need for the transistor level design.
11. SEMI AND FULL CUSTOM
11
• Two different VLSI design styles are compared for
their relative merits in the design of the same product.
• Using the full-custom design style (where the
geometry and the placement of every transistor can be
optimized individually) requires a longer time until
design maturity can be reached, yet the inherent
flexibility of adjusting almost every aspect of circuit
design allows far more opportunity for circuit
performance improvement during the design cycle.
• The final product typically has a high level of
performance (e.g. high processing speed, low
power dissipation) and the silicon area is relatively
small because of better area utilization.
12. SEMI AND FULL CUSTOM
12
• But this comes at a larger cost in terms of design
time.
• In contrast, using a semi-custom design style (such as
standard-cell based design or FPGA) will allow a
shorter design time until design maturity can be
achieved.
• In the early design phase, the circuit performance can
be even higher than that of a full-custom design, since
some of the components used in semi-custom design
are already optimized.
• But the semi-custom design style offers less
opportunity for performance improvement over the
long run, and the overall performance of the final
product will inevitably be less than that of a full-custom
design.
13.
14. FABRICATION PROCESS
Oxidation:
The process of oxidation consists of growing a thin film
of silicon dioxide on the surface of the silicon wafer.
Diffusion:
This process consists of the introduction of a few tenths
to several micrometers of impurities by the solid-state
diffusion of dopants into selected regions of a wafer to
form junctions.
Ion Implantation:
This is a process of introducing dopants into selected
areas of the surface of the wafer by bombarding the
surface with high-energy ions of the particular dopant.
15. Photolithography:
In this process, the image on the reticle is transferred to the surface
of the wafer.
Epitaxy:
Epitaxy is the process of the controlled growth of a crystalline doped
layer of
silicon on a single crystal substrate.
Metallization and interconnections:
After all semiconductor fabrication steps of a device or of an
integrated circuit are
completed, it becomes necessary to provide metallic
interconnections for the
integrated circuit and for external connections to both the device and
to the IC
18. THE PURITY OF SILICON
‰
The starting form of silicon, which manufacturers of
devices and integrated circuits use, is a circular
slice known as a wafer.
‰
These wafer diameters vary from 10 - 20 cms with
maximum up to 30 cms.
Silicon is found in abundance in nature as an oxide
in sand and quartz.
Silicon must be in Crystalline form, Very pure, Free
of defects, and Uncontaminated.
19.
20.
21.
22.
23. 0:
Introductio
n
23
CMOS Fabrication
CMOS transistors are fabricated on silicon wafer
Lithography process similar to printing press
On each step, different materials are deposited or
etched
Easiest to understand by viewing both top and
cross-section of wafer in a simplified
manufacturing process
24. 0:
Introductio
n
24
Detailed Mask Views
Six masks
n-well
Polysilicon
n+ diffusion
p+ diffusion
Contact
Metal
Metal
Polysilicon
Contact
n+ Diffusion
p+ Diffusion
n well
25. 0:
Introductio
n
25
Fabrication
Chips are built in huge factories called fabs
Contain clean rooms as large as football fields
Courtesy of International
Business Machines Corporation.
Unauthorized use not permitted.
26. 0:
Introductio
n
26
Fabrication Steps
Start with blank wafer
Build inverter from the bottom up
First step will be to form the n-well
Cover wafer with protective layer of SiO2 (oxide)
Remove layer where n-well should be built
Implant or diffuse n dopants into exposed wafer
Strip off SiO2
p substrate
28. 0:
Introductio
n
28
Photoresist
Spin on photoresist
Photoresist is a light-sensitive organic polymer
Softens where exposed to light
p substrate
SiO2
Photoresist
30. 0:
Introductio
n
30
Etch
Etch oxide with hydrofluoric acid (HF)
Seeps through skin and eats bone; nasty stuff!!!
Only attacks oxide where resist has been exposed
p substrate
SiO2
Photoresist
32. 0:
Introductio
n
32
n-well
n-well is formed with diffusion or ion implantation
Diffusion
Place wafer in furnace with arsenic gas
Heat until As atoms diffuse into exposed Si
Ion Implanatation
Blast wafer with beam of As ions
Ions blocked by SiO2, only enter exposed Si
n well
SiO2
33. 0:
Introductio
n
33
Strip Oxide
Strip off the remaining oxide using HF
Back to bare wafer with n-well
Subsequent steps involve similar series of steps
p substrate
n well
34. 0:
Introductio
n
34
Polysilicon
Deposit very thin layer of gate oxide
< 20 Å (6-7 atomic layers)
Chemical Vapor Deposition (CVD) of silicon layer
Place wafer in furnace with Silane gas (SiH4)
Forms many small crystals called polysilicon
Heavily doped to be good conductor
Thin gate oxide
Polysilicon
p substrate
n well
36. 0:
Introductio
n
36
N-diffusion
Pattern oxide and form n+ regions
Self-aligned process where gate blocks diffusion
Polysilicon is better than metal for self-aligned gates
because it doesn’t melt during later processing
p substrate
n well
n+ Diffusion
39. 0:
Introductio
n
39
Contacts
Now we need to wire together the devices
Cover chip with thick field oxide
Etch oxide where contact cuts are needed
p substrate
Thick field oxide
n well
n+
n+ n+
p+
p+
p+
Contact
40. 0:
Introductio
n
40
Metalization
Sputter on aluminum over whole wafer
Pattern to remove excess metal, leaving wires
p substrate
Metal
Thick field oxide
n well
n+
n+ n+
p+
p+
p+
Metal
41. 41 Stick Diagrams
Objectives:
To know what is meant by stick diagram.
To understand the capabilities and limitations of stick diagram.
To learn how to draw stick diagrams for a given MOS circuit.
Outcome:
At the end of this module the students will be able draw the
stick diagram for simple MOS circuits.
Stick Diagrams
45. 45 Stick Diagrams
VLSI design aims to translate circuit concepts onto
silicon.
stick diagrams are a means of capturing topography
and layer information using simple diagrams.
Stick diagrams convey layer information through
colour codes (or monochrome encoding).
Acts as an interface between symbolic circuit and the
actual layout.
Stick Diagrams
46. 46 Stick Diagrams – Notations
Metal 1
poly
ndiff
pdiff
Can also draw
in shades of
gray/line style.
Stick Diagrams
Similarly for contacts, via, tub etc..
47. 47 Stick Diagrams – Some rules
Rule 1.
When two or more ‘sticks’ of the same type cross or touch each other that
represents electrical contact.
Stick Diagrams
48. 48 Stick Diagrams – Some rules
Rule 2.
When two or more ‘sticks’ of different type cross or touch each other there is
no electrical contact.
(If electrical contact is needed we have to show the connection
explicitly).
Stick Diagrams
53. 53 Stick Diagrams – Some rules
Rule 3.
When a poly crosses diffusion it represents a transistor.
Note: If a contact is shown then it is not a transistor.
Stick Diagrams
54. 54 Stick Diagrams – Some rules
Rule 4.
In CMOS a demarcation line is drawn to avoid touching of p-diff with n-diff.
All pMOS must lie on one side of the line and all nMOS will have to be on
the other side.
Stick Diagrams