The Cognitive Science Honors major provides students with the in-depth research experience of writing an Honors Thesis under the close supervision of a faculty mentor. Majors who are considering graduate study are strongly encouraged to participate. Students working on an empirical thesis are strongly encouraged to take a course in statistical analysis and/or experimental design (i.e., PSYCH 303, STATS 250, STATS 412, STATS 470, or equivalent).
Demystifying Honors at U-M
What is Honors in Cognitive Science vs. the LSA Honors Program vs. University Honors vs. Degrees with Distinction?
Honors in Cognitive Science. The requirements for receiving honors in Cognitive Science are: (1) being a declared Cognitive Science major, (2) having a minimum cumulative GPA of 3.4, and (3) submitting an approved thesis via the process outlined below. Registration in the COGSCI Independent Study Courses (497 and 499) is optional. Students may pursue Honors in Cognitive Science without previous affiliation with the LSA Honors Program. Upon declaring the honors major (by submitting an Honors Thesis Application) students are affiliated with the Honors Program and have access to all the resources they provide. Students who complete their honors requirements graduate with “honors,” “high honors,” or “highest honors,” which is noted on the diploma and the official transcript. These honors are given by Cognitive Science based on the quality of the work submitted.
LSA Honors Program. The LSA Honors Program is a four-year academic program divided into two parts: 1) Lower-division honors requirements and the honors core curriculum are completed by students who are admitted to the Honors Program as freshmen. 2) An honors major is completed by students who pursue an honors thesis (regardless of prior enrollment in the Honors Program).
University Honors. The University Honors designation, noted on students' transcripts, is awarded on a term-by-term basis to students who earned a 3.5 grade point average or higher during a given term (at least 14 credits must have been elected that term, at least 12 of which were elected on a graded basis).
Degrees with Distinction. At graduation, degrees with distinction are awarded based on class ranking. Students who have been approved for graduation, have completed at least 45 graded in-residence credits, and rank in the top 3% of their class will receive a degree "with Highest Distinction." Those who rank in the top 10% of their class but not in the top 3% will receive a degree "with High Distinction." Those who rank in the top 25% of their class but not in the top 10% will receive a degree "with Distinction." Distinction levels are noted on the diploma and the official transcript. Degrees with Distinction may be awarded with or without Honors designation.
Honors Thesis Timeline and Application Process
The timeline below shows a suggested timeline, with students beginning the honors process in the fall term of their junior year. However, many students have discovered the possibility of doing honors in their major later than that and have still gone on to write excellent senior theses. Please take this timeline as a suggested path; the first actual deadline is the Oct. 1 date to declare honors. Students wishing to declare honors after that date are required to reach out to weinberg-institute@umich.edu first to discuss the honors plan.
The timeline below is based on a Winter semester graduation. If you plan to graduate in Fall or Summer term, please see the section below titled “Alternate Timelines.”
Junior Year
By end of Fall Semester:
- Let the Weinberg Institute know you are interested in pursuing an honors thesis. (Via advising appointment or the Honors Interest Form, typically sent out in early December.)
- Read more about the Honors Summer Fellowship program and decide if you would like to apply.
By the end of Winter Semester:
- Find faculty mentor and identify a proposed title of your project (for more details on choosing a faculty mentor see “Faculty Mentors” below)
During Spring/Summer Semester:
- Register for COGSCI 497 for Fall Term (optional, see “Honors and Course Credit” below)
- At a minimum, work on your thesis abstract and proposed timeline. Some students may choose to conduct thesis research over the summer as well.
Senior Year
Early September (at least two weeks before the Fall Add/Drop deadline)
- Submit the Honors Thesis Application if you are planning to register for Fall term honors thesis independent study credits (optional)
October 1:
- Deadline to submit the Honors Thesis Application
By the end of Fall Semester:
- Register for COGSCI 499 for Winter Term (optional, see “Honors and Course Credit” below)
- Contact a second faculty member who you would like to serve as your second reader. Make sure to connect your second reader with your faculty mentor.
Mid-March (recommended)
- Discuss with your faculty advisor whether or not you plan to meet the April 1 deadline for submission of a near-finished draft of your thesis to be considered for Honors Program and Cognitive Science thesis awards.
- If you are planning to meet the April 1 deadline, share with your advisor the link to the Honors Award Endorsement form that you will receive by email from the Weinberg Institute.
April 1:
Deadline to submit thesis for consideration for LSA Honors Awards.
The thesis draft you submit for consideration should be near-complete and should have already been submitted to your thesis advisor. You will submit the thesis, along with an unofficial transcript and a CV/resume, in a form you will receive from the Weinberg Institute in March.
April 8:
- Submit final version of your thesis to your advisor (unless you have agreed on a different deadline with your advisor that will still allow your advisor to submit the final rubric to us by April 15).
April 15:
- Final deadline to submit thesis and receive honors in your major. Email your thesis to Weinberg-Institute@umich.edu and copy your faculty advisor and second reader. Please remind your thesis advisor to complete the honors evaluation form and submit it to us by that deadline as well.
Alternate Timelines
We often have students working on honors theses who are not graduating in a winter term. If this applies to you -- whether your timeline was intended for a non-Winter graduation from the start or your plans changed during the honors process -- we are happy to work with you on an adjusted plan. The deadlines for requirements are listed below, but please feel free to reach out to an advisor here to discuss the timeline in more depth.
Fall Term Graduation
- Deadline to submit your Honors Thesis Application: May 1.
- Deadline to receive honors in your major: Dec. 1. Please send the final version of the thesis to weinberg-institute@umich.edu and copy your faculty advisor and second reader. Confirm that your advisor has submitted the Honors Thesis Evaluation form to the Weinberg Institute by Dec. 1 as well.
- Honors and Department Awards: Cognitive Science and the LSA Honors Program consider theses for honors only once a year, at the end of Winter term. When you submit your honors thesis on or before the Dec. 1 deadline, you will receive an email with a link at which you can submit your thesis for honors consideration, as well as a link to another form to share with your faculty advisor. The deadline for you and your faculty advisor to fill out these forms will be April 1 during the Winter term after your graduation.
Spring/Summer Graduation
- Deadline to submit your Honors Thesis Application: Jan. 8.
- Deadline to receive honors in your major: Aug. 1. Please send the draft of the thesis to weinberg-institute@umich.edu and copy your faculty advisor and second reader. Confirm that your advisor has submitted the Honors Thesis Evaluation form to the Weinberg Institute by Aug. 1 as well.
- Honors and Department Awards: Cognitive Science and the LSA Honors Program consider theses for honors only once a year, at the end of Winter term. When you submit your honors thesis on or before the Aug. 1 deadline, you will receive an email with a link at which you can submit your thesis for honors consideration, as well as a link to another form to share with your faculty advisor. The deadline for you and your faculty advisor to fill out these forms will be April 1 during the Winter term after your graduation.
Finding a Faculty Mentor
Primary Faculty Mentor
Students work closely with their faculty mentor throughout the duration of their Honors Thesis experience. Students are encouraged to identify a faculty member as early as possible to receive guidance from the faculty mentor from the beginning of the process. Students pursuing an honors thesis are expected to coordinate regular meetings with their faculty mentor throughout the honors thesis process, and the thesis may not be submitted without the approval of the faculty mentor. Faculty mentors may belong to affiliated departments and are expected to have some pre-existing familiarity with the topic.
Second Reader
In addition to their primary faculty mentor, students are expected to contact a second faculty member to serve as their second reader during the fall of their senior year. Second readers provide an instrumental role in thoughtfully critiquing the honors project and contributing to its success. Students are expected to incorporate the suggestions and edits of the second reader into subsequent drafts of the thesis, and the second reader must approve the final paper and communicate their approval to the student’s primary mentor.
1. Find a research mentor or faculty sponsor
If you need support finding a research mentor/faculty sponsor, you may find the links below helpful:
- Research Laboratories: On this website you will see a list of Cognitive Science related labs.
- Faculty Research Interests: This website will allow you to search for faculty who are doing research with your topic of interest. If a list of faculty appears after your search, check their research and teaching interests description on their profile. Contact the faculty if you want to know more about their research or want to ask for opportunities to work in their lab.
Honors and Course Credit
Students writing an Honors Thesis may, but are not required to, register for one or two special independent study courses (COGSCI 497 and COGSCI 499, non-repeatable). These do count toward the limit of 6 independent study credits allowed for the Cognitive Science major.
Psychology Honors Thesis Courses
Students doing honors theses in Cog Sci are also eligible to take part in the Psychology Department’s honors thesis course. This year-long course provides structure and mentoring for students working on a thesis. Because of the earlier deadline for the start of the class, students who are interested in participating must submit their honors thesis application by August 1 (instead of October 1).
Honors Thesis Resources
The University of Michigan provides multiple resources to students writing an honors thesis.
Weinberg Institute Resources:
- This pdf shows the criteria advisors are asked to consider when assessing students' theses.
University Resources:
- The University Library has set up a Cognitive Science Research Guide which includes materials from linguistics, philosophy, psychology, neuroscience, and computer science. Each Cognitive Science track also has its own Library Specialist, whose contact information can be found on the left-hand side of the Research Guide.
- The Honors Summer Fellowship program offers peer and monetary support for a small cohort of students starting the honors thesis process during the summer before their senior year. Spaces are limited, and applications are typically due at the beginning of the Winter semester of students’ junior year.
- The LSA Honors Program, in conjunction with the Sweetland Writing Center, offers weekly thesis discussion groups for seniors involved in the process to give and receive feedback on their work, as well as learning ways to become a more effective writer. Read more and sign up here.
Funding Support:
- LSA Honors Grants provide funding to thesis-related research, including research-related travel.
- The Weinberg Institute for Cognitive Science is able to provide funding for thesis-related research and travel via the funding request process
Other Resources:
- Former Cognitive Science students who completed an honors thesis can be great resources. Please contact weinberg-institute@umich.edu if you would like the Weinberg Institute to connect you with U-M alumni who have completed the process. You can also read previous Cognitive Science honors theses through the University's online research archive, Deep Blue.
- Statistical consulting is provided to students by the Center for Statistical Consulting and Research (CSCAR) and during drop-in hours in the Psychology Department.
- If you would like to learn more about the actual process of writing your thesis, check out this Guide to Writing a Thesis or Article.
Honors Awards
LSA Honors Awards. The LSA Honors Program awards several scholarships and prizes to thesis-writing students. Please see their website for details.
- Introducing the Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research. This annual prize may be awarded to up to two (2) exemplary honors theses submitted by cognitive science majors in recognition of outstanding research performance in cognitive science. No application is required: all cognitive science majors who submit an honors thesis by April 1 are automatically considered for this award.
- Sam Epstein Award for Contributions to Theoretical Cognitive Science. Theses eligible for this award will demonstrate significant engagement with foundational, theoretical, or conceptual issues in cognitive science.
Past Honors Awards in Cognitive Science
2025-26
Angela Zhu - Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research
Dezhi Luo - Samuel D. Epstein Award for Contributions to Theoretical Cognitive Science
2024-25
Maria Figueiredo - Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research
Zan Huang - Samuel D. Epstein Award for Contributions to Theoretical Cognitive Science
2023-24
Ilana Mermelstein - Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research
2022-23
Hattie Benedetti - Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research
Shuchen Wen - Samuel D. Epstein Award for Contributions to Theoretical Cognitive Science
2021-22
Faye Polasek - Patricia Kennedy Award
Russell Noble - Robert J. Glushko Undergraduate Thesis Award for Outstanding Cognitive Science Research
2020-21
Sean Anderson - Samuel D. Epstein Award for Contributions to Theoretical Cognitive Science.
Yongjing Ren - Marshall M. Weinberg Award
Maria Marginean - Cognitive Science Service Award
2019-20
Meryl Rueppel - Marshall M. Weinberg Thesis Award
2018-19
Camille Phaneuf - Marshall M. Weinberg Thesis Award
Jocelyn E. Brickman - Donna Wessel Walker Award
Past Honors Theses in Cognitive Science
2025-26
Maya Bojan
The Power of Moral Explanations: How People Respond to AI in Serious vs. Everyday Situations
Supervisor: Andras Molnar
Charlotte Corey
Language, Logic, and Machine Minds: Evaluating AI’s Reasoning on the Modern LSAT
Supervisor: Will Gehring
Raymond Li
Different outcome values and treatment with a GLP-1 receptor agonist influence the vigor of sign-tracking behavior
Supervisor: Shelly Flagel
Dezhi Luo
Metacognition in Language Models
Supervisor: Richard Lewis & Chandra Sripada
Sally Mo
The Effects of Experimentally Induced Affect on Believing and Sharing Questionable Information
Supervisor: Andras Molnar
Oreen Morag
Longitudinal and Cross-Sectional Age Effects on Crystallized and Fluid Intelligence
Supervisor: Thad Polk
Injin Park
Know Your Unknown Environmental Impact: The Influence of Eco-Feedback on AI Use during an Image Creation Task
Supervisor: Andras Molnar
Anita Tsai
Modeling the Sick Leave Decision: Constraint vs. Cognition
Supervisor: Michael Hayashi
Angela Zhu
Interpretable Machine Learning for Predicting Cognitive Trajectories: A Longitudinal Analysis of the Health and Retirement Study
Supervisor: Addie Weaver and Anao Zhang
2024-25
Avery Crystal
From Prediction to Prosecution: The Threat of Gestational Surveillance When AI Meets Fetal Personhood Laws in a Post-Dobbs Legal Landscape
Supervisor: Peter Railton
Elizabeth Gass
Understanding Risk: How Anchoring Can Enhance Public Health Messaging for Informed Decision-Making
Supervisor: Terri Conley
Hannah Guan
Structuring Strategic and Proactive AI Agents for Collective Deliberation
Supervisor: Michael Nebeling
Jade Li
Acoustic and Affective Dynamics in Children’s Storytelling with AI and Human Partners
Supervisor: Susan Gelman
Maria Figueiredo
An RSA-based comparison between LLM layerwise activation and EEG human temporal dynamics during language comprehension
Supervisor: Jon Brennan
Renee Thomas
The Power of Proximity: How Sibling Closeness Carries into Overall Hope in Adulthood
Supervisor: Colleen Seifert
Sara Stawarz
Predicting Psychiatric Intervention Needs Using Machine Learning Algorithms: An Analysis of the Sapien Labs Mental Health Quotient
Supervisor: Thad Polk
Zan Huang
Emerging Functional Differentiation of Multiplicatively Combined Neural Network Pathways through Contrastive Predictive Coding and Input Segregation
Supervisor: Zhongming Liu
2023-24
Ilana Mermelstein
Shopping with the Future in Mind: The Role of Delay Discounting in the Decision to Shop Fast Fashion in an Environmental Context
Supervisor: Stephanie Preston
Myles Williamson
Carries and Facilitators: Role-motivated Communication in League of Legends
Supervisor: Myles Durkee
Bailey Redler
Investigating External Distractibility in Adults with ADHD using Standard Conflict Tasks and the Forced-Response Paradigm
Supervisor: John Jonides
Grace DesJardins
Cumulative Risk and Icon Arrays: Attempting to Increase Risk Understanding
Supervisor: Priti Shah
Nat Shi
On Modeling Dative Alternations in Large Language Models
Supervisor: Lisa Levinson
2022-23
Yiran Fan
Exploration of Person-Specific Functional Organization in Right Prefrontal Cortex
Supervisor: Thad Polk
Emma Osterrieder
Cause-Marketing and Donations: Moral Self-Image and Subsequent Donations
Supervisor: Richard Lewis
Anusha Santhapur
Number Absolutism in Everyday and Medical Decision-Making
Supervisor: Priti Shah
Shuchen Wen
Rethinking the Prediction-as-chronometer Method Through Disentangling Argument Role Computations In Active and Passive Sentences: A Pilot Study
Supervisor: Jon Brennan
Hattie Benedetti
Evaluating the Benefits of Verbal Working Memory Training in Individuals with Mild
Cognitive Impairment
Supervisor: Patricia Reuter-Lorenz
Isha Shinde
Scientific Cognitive Reasoning Skills
Supervisor: Audrey Michal
Xinyi Wang
How Targeted Health Campaigns Affect People’s Vaping Beliefs And Behaviors
Supervisor: Audrey Michal
Samuel Uribe-Botero
Noisy Attention: A preliminary study of the Modulating Effect Noise Has on Different Forms of Selective Attention Within a Load Theory Context
Supervisor: Sile O'Modraine
Akshaya Ravikumar
Establishing a Pipeline for Validating Wearable EEG for Real-Time EEG Signal Processing of Entrained Neural Activity Response to Rhythmic Input Stimuli
Supervisor: Jon Brennan
Anusha Kallapur
Can Narratives Decrease Cognitive Bias?
Supervisor: Stephanie Preston
2021-22
Faye Polasek
Paving a Path to Women’s Reproductive Disease Management through BIT Design
Supervisor: Gabriela Marcu
Stephanie Hong
The Instagram Reels Effect: How the order of emotions impact WTP and perception of advertisements
Supervisor: Shalena Srna
Alexander Daines
Trading in the Age of Social Media: Can communities of amateur investors meaningfully influence the market in 2021?
Supervisor: Daniel Romero
Julia Smoot
Revised Sex Guilt Scale
Supervisor: Terri Conley
Russell Noble
Warm Glow and Price Setting
Supervisor: Stephanie Preston
Alexander Yood
Field Goal Kicking Under Pressure
Supervisor: Taraz Lee
2020-21
Yongjing (Linda) Ren
Modeling Age-related Reductions in Neural Distinctiveness Using a Self Organizing Map
Sean Anderson
A linguistic model of minimalist syntax composes Tebe Poem
Alyssa Chua
The Interplay of Gender Composition and Dominance vs. Prestige Dynamics in
Group Settings
Duncan Drewry
The Effect of Uncertainty on Competitive Behavior
Levi Meyers
How Cognitive Reappraisal Enhances Interpersonal Negotiations in Professional Settings
Michelle Lu
The Value of Artificial Intelligence in Detecting and Monitoring Mental Illness
Mollie Bakal
Graph-to-Graph Translations To Augment Abstract Meaning Representation Tense And Aspect
Ross Kempner
Information Theoretic Accounts of Reaction Times in a Probabilistic Artificial
Sophia Katz
Feeling Morally Gray: Emotions in Responding to Immoral Acts by Others
Talia Rizika
Audience Engagement and Attitude in Virtual YouTube Concerts
2019-20
Nick Hollman
Aggression and Weight Bias in the Trolley Problem
Supervisor - Dr. Stephanie Preston, Department of Psychology
Meryl Rueppel
Relationships Among Internalizing vs. Externalizing Symptoms, Post-Error Slowing, and Gender
Supervisor - Dr. Bill Gehring, Department of Psychology
Alice Sorel
Impaired brain development caused by Actb overexpression
Supervisor - Dr. Richard Lewis
2018-19
Rohini Majumdar
Decisional Authority and Values in Shared Decision-Making: Are They Enough?
Supervisor - Dr. Patricia Deldin
Jocelyn E. Brickman
The Linguistics Cues Observed when Lying in Realistic Personal Stake Situations
Supervisor - Dr. Julie Boland
Kelly Kendro
The Lasting Effects of Language Acquisition: Testing Cognitive Abilities after L2 Attrition
Supervisor - Dr. Julie Boland
Camille Phaneuf
Cell Phone Dependence and Socialization: Digital Devices and their Impact on Undergraduate Communication and Behavior
Supervisor - Dr. Daniel Kruger
2017-18
Rennie Pasquinelli
Neurocognitive Basis of Prosody Perception in Children
Supervisor - Dr. Ioulia Kovelman
Tyree S. Cowell
Can Natural Language Processors Help Unlock the Black Box of Language Comprehension
Supervisor -Dr. Jonathan Brennan
Sanuri Gunawardena
Does Improvisation Promote Divergent Thinking and Tolerance of Uncertainty?
Supervisor - Dr. Colleen Seifert
Kira Breeden
What Factors are Most Effective in Predicting Noun Learning in English-Learning Children?
Supervisor - Dr. Twila Tardif
Alexander Brown
The Evolution of Cooperation, the Superorganism, the Emergent Properties
Supervisor - Dr. James Joyce
Logan Bickel
Feeling Dispassionate about Environmental Harm is Linked to Late Emotion Regulation Strategies
Supervisor - Dr. Stephanie Preston
