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Project Ideas for Doctor of Philosophy in Neuroscience

Decode and engineer brain systems from synapse to society.

🏛 Introduction

Georgia Tech’s Neuroscience PhD bridges biology, computation, and neuro-engineering. Students build high-density electrode arrays, develop explainable deep-learning spike sorters, and create brain–computer interfaces for motor recovery—publishing in Nature Neuro while spinning startups.

💡 Suggested Project Titles

Closed-loop DBS adapting to real-time LFP signatures

Optogenetic CRISPR toolkit mapping memory engrams

Neuromorphic hardware emulator for cortical microcircuits

fNIRS wearable assessing driver cognitive load

Explainable seizure detector for portable ECoG

Bioprinted neural scaffold seeded with iPSC neurons

VR rehabilitation game leveraging mirror-neuron activation

Metabolomic profiling of gut–brain axis modulation

Augmented-reality prosthesis with sensory feedback

Digital twin of hippocampal circuitry for drug screens

Speech-emotion classifier aiding autism interventions

Brain-in-the-loop adaptive music therapy system

Global reaction-time citizen-science smartphone app

Nano-fiber electrode array for high-density recording

AI model predicting cortical plasticity post-stroke

Georgia Tech – PhD in Neuroscience

Explore, model, and heal the brain with cutting-edge tech.

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