neuroengineering

System for wireless optogenetic stimulation

Studying facial muscle activation and their relationship with facial kinematics via facial landmarks. Utilizes an Arduino to generate a square wave with a specific duty cycle and frequency and synchronously trigger EMG and image acquisition.

Neuroexon presents a hybrid-BCI system that utilizes motor imagery (MI) and steady-state visual-evoked potential (SSVEP) to control a one degree of freedom arm exoskeleton which provides the user with haptic feedback as part of the 2022 NeuroTechX hackathon.

System for wireless deep brain stimulation

Official code for "3DM: Deep decomposition and deconvolution microscopy for rapid neural activity imaging", Optics Express.

The microscale neuro-engineering platform.

Tools for distributed electrophysiology

Matlab and Python implementation of the Joint Decorrelation Algorithm

Automated Reactive Accelerated Aging for Rapid In Vitro Evaluation of Neural Implants Performance

Neurobridge integrates functional and anatomical neural connectivity to design dynamic models of the cerebral cortex. Using graph theory and machine learning, it models brain region interactions and validates these models with real biological data to explore brain connectivity.

Codes, Tools, resumes and etc...

EEG-based pilot cognitive workload classifier using personalized models and Python. Transitioning from raw signals to GUI demo.

Theoretical research protocol for optic nerve bridging using RGD-peptide hydrogels and micro-electrode shunts

A comparative design brief for housing a living human brain in a synthetic body — for lifespan extension and space exploration. By Pitarn Rungsiyapornratana.

Student Blog source files

A python script to plot gain curves (f-i curves) of LIF, QIF and EIF neuron models at different current stimulation values using Brian2

Applying REVE, an EEG foundation model, to seizure detection using the CHB-MIT scalp EEG dataset.

Scripts + Snippets for MSNE program at TUM

Analyzes motor imagery from EEG data to extract ERD/ERS curves as part of the Neuroengineering Python workshop at the Technical University of Munich.

End to end implementation of Spiking Neural Network for the detection of Neural Signals.