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Project Ideas for Doctor of Philosophy in Neuroscience

PhD mapping brain circuits with connectomics, opto-AI & VR cognition.

🏛 Introduction

USC Neuroscience PhDs decode minds from synapse to schema. Labs stitch petabyte EM stacks into fly-through connectomes, loop optogenetic stimulation with GPU vision inference on Loihi neuromorphic boards, and test hippocampal replay in VR mazes rendered at 144 Hz. Translational electives pair fMRI-based digital twins with neurosurgical planning, while Ethics forums debate memory-enhancer equity. Dissertations generate datasets and devices that reshape cognition research.

💡 Suggested Project Titles

Deep-learning decoder reconstructing images from V1 calcium video

Closed-loop opto-feedback suppressing epileptiform bursts

Graph analysis of developmental connectome sparsity

VR spatial-navigation task probing theta phase precession

Neuromorphic chip benchmarking energy per synaptic op

Wearable EEG microsleep detector for drivers

Single-cell RNA-seq atlas of stress-axis nuclei

Edge inference of tremor dynamics via IMU gloves

Neuro-symbolic model of working memory gating

Citizen-science migraine trigger app with weather sync

Optical clearing pipeline for whole-brain immunolabelling

RL agent informed by dopamine-like reward prediction

Policy brief on consumer EEG data privacy

Neuroethics audit of attention-hacking apps

AR educational tool visualizing AP propagation in 3-D

USC – PhD in Neuroscience

Chart, modulate and model the nervous system in action.

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