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Rob A. Rutenbar

A modern VLSI chip has a zillion parts -- logic, control, memory, interconnect, etc. How do we design these complex chips? Answer: CAD software tools. Learn how to build thesA modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation and control, big blocks of memory, embedded blocks of pre-designed functions designed by third parties (called “intellectual property” or IP blocks). How do people manage to design these complicated chips? Answer: a sequence of computer aided design (CAD) tools takes an abstract description of the chip, and refines it step-wise to a final design. This class focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design. Our focus in this first part of the course is on key Boolean logic representations that make it possible to synthesize, and to verify, the gate-level logic in these designs. This is the first step of the design chain, as we move from logic to layout. Our goal is for students to understand how the tools themselves work, at the level of their fundamental algorithms and data structures. Topics covered will include: Computational Boolean algebra, logic verification, and logic synthesis (2-level and multi-level).

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A modern VLSI chip has a zillion parts -- logic, control, memory, interconnect, etc. How do we design these complex chips? Answer: CAD software tools. Learn how to build thesA modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation and control, big blocks of memory, embedded blocks of pre-designed functions designed by third parties (called “intellectual property” or IP blocks). How do people manage to design these complicated chips? Answer: a sequence of computer aided design (CAD) tools takes an abstract description of the chip, and refines it step-wise to a final design. This class focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design. Our focus in this first part of the course is on key Boolean logic representations that make it possible to synthesize, and to verify, the gate-level logic in these designs. This is the first step of the design chain, as we move from logic to layout. Our goal is for students to understand how the tools themselves work, at the level of their fundamental algorithms and data structures. Topics covered will include: Computational Boolean algebra, logic verification, and logic synthesis (2-level and multi-level).

Recommended Background

Programming experience (C, C++, Java, Python, etc.) and basic knowledge of data structures and algorithms (especially recursive algorithms). An understanding of basic digital design: Boolean algebra, Kmaps, gates and flip flops, finite state machine design. Linear algebra and calculus at the level of a junior or senior in engineering. Exposure to basic VLSI at an undergraduate level is nice -- but it’s not necessary. We will keep the course self-contained, but students with some VLSI will be able to skip some background material.e tools in this class.

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What's inside

Syllabus

Orientation
In this module you will become familiar with the course and our learning environment. The orientation will also help you obtain the technical skills required for the course.
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Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Explores core topics in Boolean logic synthesis
Taught by instructors with deep experience in VLSI design
Develops a foundation in fundamental algorithms and data structures
Provides practical knowledge in design tools used by industry professionals
Suitable for students with a foundation in digital design and basic VLSI
Requires some background in Boolean logic and Kmaps

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Reviews summary

Vlsi cad algorithms and logic synthesis

According to learners, this course provides a positive and rigorous deep dive into the fundamental algorithms and data structures behind VLSI CAD tools for logic design. Students praise the quality of the lectures and the instructor's clear explanations. While found to be challenging and requiring a strong prerequisite background in digital design, programming, and algorithms, the homework assignments are consistently highlighted as valuable for solidifying understanding. Reviewers note the focus is heavily on the theory and mechanics of the tools rather than practical application with commercial software, which is seen as a neutral aspect depending on individual learning goals.
Emphasis on algorithms over tool usage.
"This course focuses heavily on the theory and algorithms, not practical tool flow."
"If you want to learn *how* CAD tools work, this is great; if you want to *use* them, maybe less so."
"It's more about the 'why' and 'how' of the algorithms than a hands-on tool tutorial."
"Could use more examples demonstrating concepts with actual CAD tool outputs."
Instructor explains complex ideas well.
"The instructor does a great job explaining complex algorithms clearly."
"Lectures are engaging and structured logically, making difficult topics accessible."
"Appreciated the clarity and detail in the video lessons."
"Professor clearly passionate and knowledgeable about the subject."
Homework reinforces learning effectively.
"The homework problems are crucial for understanding the material presented in the lectures."
"Assignments were challenging but really tested and solidified my understanding of the algorithms."
"Found the problem sets rewarding and necessary practice."
"These assignments force you to engage deeply with the concepts."
Explores core algorithms and theory deeply.
"This course provides a deep understanding of the underlying algorithms used in VLSI CAD."
"I learned not just how to use CAD tools, but how they work under the hood."
"The course delves into the mathematical foundations of Boolean algebra and synthesis, which is crucial."
"Provides a rigorous and theoretically sound approach to logic synthesis."
Demanding and requires strong prior knowledge.
"Be prepared for a very challenging course if you don't have the prerequisites down cold."
"The material is quite dense and moves at a relatively fast pace."
"You absolutely need a solid background in digital logic and algorithms to keep up."
"Found it difficult to fully grasp some concepts without constantly reviewing external resources."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in VLSI CAD Part I: Logic with these activities:
Organize your notes, assignments, labs, and projects
Organize your materials. This will save you time later and help reinforce learning.
Show steps
  • Decide what to do with your notes, assignments, and labs
  • Choose a system for filing and organizing them
  • Create a backup system
Review Boolean Algebra book
This introductory text will help you establish a solid foundational understanding of Boolean Algebra. This book will better help you engage with the materials that are used directly in the course.
Show steps
  • Read the textbook thoroughly
  • Complete all problem sets
  • Simulate what you have learned with a tool or coding library
Find an experienced mentor
Connect with someone who can provide personalized guidance and support on your learning journey.
Show steps
  • Attend university office hours
  • Check LinkedIn and other professional networking platforms
  • Attend industry conferences
Five other activities
Expand to see all activities and additional details
Show all eight activities
Guided walk-through of logic synthesis algorithms
Reinforce your understanding by applying these algorithms to a real circuit.
Browse courses on Logic Design
Show steps
  • Find a tutorial on how to implement the Quine-McCluskey algorithm
  • Step through the algorithm on the same example circuit from your design project
  • Compare the result to your own implementation
Organize a peer-led study session
Help your peers to learn while reinforcing your own understanding of the material.
Show steps
  • Decide with your peers on a specific topic from the course
  • Prepare materials to present to them
  • Organize a session
Design a small logic circuit
This will give you a chance to apply your ability to synthesize and optimize logic circuits.
Browse courses on Logic Design
Show steps
  • Design a minimal gate-level circuit to solve a basic problem, such as a simple ALU
  • Use any CAD tool to describe the circuit
  • Simulate the circuit using a simulator such as Verilog
Participate in the annual Logic Synthesis Olympics
This challenging competition will test your skills and drive your learning.
Browse courses on Logic Design
Show steps
  • Familiarize yourself with the competition rules and format
  • Practice your logic synthesis skills
  • Compete in the Logic Synthesis Olympics
Gather and organize online resources
Build a collection of resources that can continue to support your learning after this course ends.
Show steps
  • Search online for resources related to the topics covered in this course
  • Bookmark or save articles, videos, and tutorials
  • Organize your resources into a central location

Career center

Learners who complete VLSI CAD Part I: Logic will develop knowledge and skills that may be useful to these careers:
VLSI Design Engineer
VLSI Design Engineers specialize in the design and implementation of Very Large Scale Integration (VLSI) circuits, which are used in a wide range of electronic devices. The topics covered in VLSI CAD Part I: Logic, including computational Boolean algebra, logic verification, 2-level and multi-level logic synthesis, are essential for VLSI Design Engineers to master. This course will provide you with a comprehensive understanding of the theoretical foundations and practical techniques used in VLSI design, preparing you for a successful career in this field.
FPGA Design Engineer
FPGA Design Engineers specialize in the design and development of Field-Programmable Gate Arrays (FPGAs), which are programmable logic devices used in a variety of electronic systems. This VLSI CAD Part I: Logic course can provide you with a solid foundation for a career as an FPGA Design Engineer. The course covers the theoretical foundations and practical techniques used in FPGA design, including Boolean algebra, logic verification, and logic synthesis, preparing you for success in this field.
ASIC Design Engineer
ASIC Design Engineers specialize in the design and development of Application-Specific Integrated Circuits (ASICs), which are custom-designed chips used in a variety of electronic devices. The VLSI CAD Part I: Logic course is an excellent starting point for those interested in ASIC design. The course covers the theoretical foundations and practical techniques used in ASIC design, including Boolean algebra, logic verification, and logic synthesis, providing you with a strong foundation for success in this field.
Electronic Engineering Technician
An Electronic Engineering Technician plays a vital role in the design and development of electronic devices and systems. The skills you will learn in this VLSI CAD Part I: Logic course can lay the groundwork for you to thrive in this role. Understanding computational Boolean algebra, Boolean representation through Binary Decision Diagrams (BDDs) and Boolean satisfiability problems (SAT), 2-level logic synthesis, multi-level logic synthesis, and the algebraic modeling of logic circuits will equip you with a solid foundation in the theoretical underpinnings of electronic engineering. This knowledge is foundational for the design and optimization of complex digital circuits that are essential in modern electronic devices.
Computer Hardware Engineer
Computer Hardware Engineers are responsible for the design, development, and testing of computer hardware components, including processors, memory, and circuit boards. This VLSI CAD Part I: Logic course is an excellent starting point for those with an interest in understanding the fundamentals of computer hardware design. Through hands-on experience with advanced Boolean algebra, logic verification, and logic synthesis, you will gain a strong understanding of the principles and practices used in the design of complex digital systems. This knowledge is in high demand in the computer hardware industry.
Test Engineer
Test Engineers are responsible for testing and evaluating electronic devices and systems to ensure they meet specifications and perform as intended. This VLSI CAD Part I: Logic course can provide you with a valuable foundation for a career as a Test Engineer. The course covers the theoretical foundations and practical techniques used in digital design, including Boolean algebra, logic verification, and logic synthesis, preparing you for success in this field.
Digital Design Engineer
Digital Design Engineers are involved in the design and development of digital systems, including computer systems, telecommunications networks, and consumer electronics. This VLSI CAD Part I: Logic course can serve as a valuable foundation for aspiring Digital Design Engineers. The course covers the fundamentals of digital design, including Boolean algebra, logic verification, and logic synthesis, providing you with a strong understanding of the principles and practices used in the design of digital systems.
Embedded Systems Engineer
Embedded Systems Engineers design and develop computer systems that are embedded within larger mechanical or electrical systems. This VLSI CAD Part I: Logic course is a valuable resource for those interested in embedded systems design. The course covers the fundamentals of digital design, including Boolean algebra, logic verification, and logic synthesis, providing you with a strong understanding of the principles and practices used in the design of embedded systems.
Technical Writer
Technical Writers create and maintain technical documentation, such as user manuals, white papers, and training materials. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Technical Writer specializing in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be writing about.
Quality Assurance Engineer
Quality Assurance Engineers are responsible for ensuring that products and services meet quality standards. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Quality Assurance Engineer in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be evaluating.
Project Manager
Project Managers are responsible for planning, organizing, and executing projects. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Project Manager in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be managing.
Business Analyst
Business Analysts are responsible for analyzing business needs and developing solutions to improve efficiency and productivity. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Business Analyst in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be analyzing.
Sales Engineer
Sales Engineers are responsible for selling and supporting technical products and services. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Sales Engineer in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be selling and supporting.
Marketing Manager
Marketing Managers are responsible for developing and executing marketing plans to promote products and services. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Marketing Manager in the electronics industry. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be marketing.
Professor
Professors are responsible for teaching and conducting research in their field of expertise. This VLSI CAD Part I: Logic course may be useful for those interested in a career as a Professor in the field of Electrical Engineering or Computer Science. The course covers the theoretical foundations and practical techniques used in digital design, providing you with a strong understanding of the subject matter you will be teaching and researching.

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in VLSI CAD Part I: Logic.
Provides a comprehensive overview of CMOS VLSI design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the fundamentals of CMOS VLSI design or who need a refresher on the topic.
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Provides a comprehensive overview of digital integrated circuit design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the fundamentals of digital integrated circuit design or who need a refresher on the topic.
Provides a comprehensive overview of advanced digital design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the topic or who need a reference on the subject.
Provides a comprehensive overview of digital design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the topic or who need a reference on the subject.
Provides a comprehensive overview of the Verification Methodology Manual for SystemVerilog, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the topic or who need a reference on the subject.
Provides a comprehensive overview of logic design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the fundamentals of logic design or who need a refresher on the topic.
Provides a comprehensive introduction to logic design, covering both the theoretical and practical aspects of the subject. It would be a useful reference for students who want to learn more about the fundamentals of logic design or who need a refresher on the topic.

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