Josef Ladenbauer

The paper develops methods to fit mechanistic spiking circuit models to single-trial spike train data, achieving accurate parameter estimation and validation using synthetic and experimental data.

The paper introduces a mechanistic model to infer population-level neuronal dynamics from single-trial spike trains, showing improved accuracy over phenomenological models.

The paper analyzes how weak electric fields affect neuronal spiking activity using two-compartment neuron models and shows they modulate spiking in specific frequency bands.

This study shows that slow oscillatory transcranial direct current stimulation during naps increases sleep oscillations and their synchronization, improving memory in mild cognitive impairment patients.