CPSC 449/549 (Spring 2024)
Quantum Information Systems
QPUs, Quantum Memories, Quantum Networks
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Time: Mondays and Wednesdays, 11:35am - 12:50pm ET
Location: Kline Tower (KL) 101
Quantum information systems encompass the hardware, software, and networking systems that are designed to encode, store, process, and distribute quantum information. In this course, students will get a complete view of such information systems and explore the current advancement associated with building practical quantum computers and networks. This course is structured as four modules: quantum information theory, quantum processor, quantum memory, and quantum network. Students will participate in discussions on selected research papers.
Prerequisites: CPSC 447 or PHYS 345 or equivalent. This course is intended for advanced undergraduates who are familiar with basic quantum computation and information. We anticipate this course will be of interest to students working in computer science, electrical engineering, or physics.
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Logistics
- Instructor: Yongshan Ding. Office Hour: Tuesdays 3-4PM (Zoom). Contact information announced on Canvas.
- Course Assistants: Dantong Li. Office Hours: Thursdays 11AM-12PM (in person, HLH17 03). Contact information announced on Canvas.
- Syllabus (general information): https://www.yongshanding.com/cpsc449-s24
- Canvas (announcements and assignments): https://canvas.yale.edu
- Ed Discussion (Q&A forum): Access through Canvas
- Yale Course Search (registration): Link
Class Format
This course introduces topics in quantum computer and networking systems in the following ways:
- Lectures. We will introduce the core concepts and techniques. Lectures will be recorded and posted on Canvas.
- Think-Pair-Share (TPS). Following the “think-pair-share” collaborative learning strategy, we will hold in-class discussion sessions where students form teams to understand research papers. Students are expected to form in-class discussion groups and share findings with the class.
Textbooks and Readings
There is no required textbook for this course. Instead, we have a list of recommended textbooks and some course readings (which will be updated and linked from the schedule below). Recommended textbooks and references:
Assignments
Assignments are due on Gradescope (accessed through Canvas) at 11:59PM US Eastern Time unless otherwise indicated on the assignment. You may submit up to two days late, with a 50% penalty. Students in CPSC 549 will conduct a final project on selected topics.
There are two types of assignments: problem sets and TPS reports.
- Problem Set 1: Quantum information theory. (15%)
- Assignment 2: Quantum processors. (15%)
- Assignment 3: Quantum memories. (15%)
- Assignment 4: Quantum networks. (15%)
To facilitate cooperative learning, collaboration on the assignments is encouraged. A discussion may take place in a small group (on a whiteboard or on a scratch paper, etc.), but notes or recordings of the discussion are prohibited. All assignments should be written up on one’s own after sufficient time (i.e., at least two hours) has elapsed since any discussion. You must list all your collaborators on every assignment. If you have used external reference materials, please also note this on the assignment. The objective is to demonstrate that you can (re)create a solution on your own. It is prohibited, however, to share solutions or provide hints to other students after you have already arrived at the solution. Take a moment to familiarize yourself with Yale’s Academic Integrity Policy. if you have not done so already. If you have any questions about what does or does not constitute plagiarism, ask! Plagiarism is a serious offense and will not be treated lightly. Fortunately, it is also easy to avoid and if you are careful about giving credit where credit is due you should not run into any problems.
Grading
The course grade will be based on four problem sets (60%), online/in-class discussion (15%), and TPS reports (25% for 449 students, or 15% for 549 students).
Resources
In-class Engagement. This course made several modifications in its teaching and learning practices:
- Selected course materials will be posted on Canvas to allow students to review at their own pace.
- Incremental assessments over time are implemented.
- Hybrid office hours provide the students with flexibility in ways to reach out to the instructor.
- Group discussions are integrated into classes to enhance student interactions.
Well-being. The well-being of students is important to us at Yale. We know it has been an especially challenging time for many of us over the past year or two, and the university experience can be overwhelming at times. We all rely on support as we navigate during times of struggle. If you or anyone you know are experiencing any stress, anxiety, or isolation, please consider reaching out to a friend, family member, or faculty you trust. If you have a personal emergency that might impact your work in the class, please let Yongshan know so that appropriate arrangements can be made. You may also consider some helpful resources available on campus -- The Good Life Center is the official student wellness center of Yale University and is supported by the Yale Well Initiative.
Schedule
A tentative course schedule can be found below. Please refresh page frequently for updates. All lectures are held in KL 101 unless otherwise indicated.
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Wednesday, 01/17
Lecture 1: Overview
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Friday, 01/19
Lecture 2: Quantum States, Circuits, and Measurements______________________________
Monday, 01/22
Lecture 3: Density Operators and Quantum Probability______________________________
Wednesday, 01/24
Lecture 4: Canceled______________________________
Monday, 01/29
Lecture 4: Quantum Information Theory: Basics______________________________
Wednesday, 01/31
Lecture 5: Quantum Error Correction______________________________
Monday, 02/05
TPS 01: Surface Code______________________________
Virtual, 02/05
Lecture 6: Quantum Fault Tolerance______________________________
Wednesday, 02/07
Lecture 7: Teleportation and Magic StatesDue: TPS 1 report at 11:59PM ET on Gradescope
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Monday, 02/12
TPS 02: qLDPC Code______________________________
Wednesday, 02/14
Lecture 8: QPU Technologies and ISAs - Part I______________________________
Monday, 02/19
Lecture 9: QPU Technologies and ISAs - Part IIDue: TPS 2 report at 11:59PM ET on Gradescope
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Wednesday, 02/21
Lecture 10: Quantum Noise Mitigation______________________________
Monday, 02/26
Lecture 11: Classical-Quantum Co-Processors______________________________
Wednesday, 02/28
TPS 03: Quantum Simulations______________________________
Monday, 03/04
TPS 04: Variational Quantum AlgorithmsDue: Assignment 1 at 11:59PM ET on Gradescope
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Wednesday, 03/06
Lecture 12: CanceledDue: TPS 3 report at 11:59PM ET on Gradescope
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Friday, 03/08
Due: TPS 4 report at 11:59PM ET on Gradescope______________________________
Monday, 03/11
Lecture: No class (Spring recess)______________________________
Wednesday, 03/13
Lecture: No class (Spring recess)______________________________
Monday, 03/18
Lecture: No class (Spring recess)______________________________
Wednesday, 03/20
Lecture: No class (Spring recess)______________________________
Monday, 03/25
Lecture 12: Quantum Memory and Storage______________________________
Wednesday, 03/27
Lecture 13: Quantum Random Access Memory______________________________
Monday, 04/01
TPS 05: Noise Resilience of QRAM______________________________
Wednesday, 04/03
Lecture 14: Quantum Ancillary Memory______________________________
Friday, 04/05
Due: TPS 5 report at 11:59PM ET on Gradescope______________________________
Monday, 04/08
TPS 06: Dirty Ancilla QubitsDue: Assignment 2 at 11:59PM ET on Gradescope
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Wednesday, 04/10
Lecture 15: Quantum Networking Systems______________________________
Friday, 04/12
Due: TPS 6 report at 11:59PM ET on Gradescope______________________________
Monday, 04/15
TPS 07: Quantum Repeater Networks______________________________
Wednesday, 04/17
Lecture 16: Flying Qubits______________________________
Friday, 04/19
Due: TPS 7 report at 11:59PM ET on Gradescope______________________________
Wednesday, 04/24
Lecture: Topics in Quantum Networking______________________________
Monday, 05/06
Due: Assignment 3-4 at 11:59PM ET on Gradescope