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Project Ideas for Bachelor of Arts in Cognitive Science

Interdisciplinary investigation of mind, brain, and intelligent behavior.

🏛 Introduction

Northwestern’s Cognitive Science BA integrates psychology, neuroscience, linguistics, computer science, and philosophy to unravel how minds perceive, learn, and act. Core courses cover neural computation, language processing, decision-making, and AI, while labs equip students to run EEG studies, build cognitive models, or develop behavioral experiments. Collaborative projects with the Center for Autism and Neurodevelopment foster translational research, and machine-learning electives prepare students for data-heavy fields. Graduates excel in UX design, artificial-intelligence ethics, clinical research, and tech innovation.

💡 Suggested Project Titles

Train an RNN to model syntactic prediction in real-time language comprehension

Use eye-tracking to study attentional biases in multimedia learning environments

Develop a serious game to assess executive function in children

Analyze fMRI datasets to compare neural correlates of music and language

Prototype a conversational agent implementing theory-of-mind reasoning

Conduct behavioral experiments on framing effects in financial decision-making

Apply network science to model semantic memory organization

Investigate bilingual advantage hypotheses with cross-linguistic task-switching studies

Build a VR tool for motor-skill rehabilitation and evaluate user engagement

Use EEG to explore neural oscillations during creative ideation tasks

Research ethical frameworks for deploying brain-computer interfaces in classrooms

Simulate reinforcement-learning agents to model habit formation processes

Assess cognitive load differences between augmented-reality and desktop interfaces

Compare computational models of visual attention in autonomous-vehicle perception

Create a public outreach workshop demystifying AI decision-making for older adults

Northwestern University – BA in Cognitive Science

Decode the mysteries of mind and intelligence with Northwestern’s cross-disciplinary Cognitive Science program.

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