Michał Żochowski

This paper introduces a binary network model where inhibitory units manage memory storage, showing that memory capacity scales with inhibitory neuron count and that inhibitory-excitatory connections are critical for performance.

This study models how heminode disruption in spiral ganglion neurons interacts with background noise to impair auditory processing and sound localization.

This study investigates how neuromodulatory changes affect network reorganization in coupled Kuramoto oscillators by altering phase response curves and plasticity.

The paper uses a computational model and in vivo recordings to show NREM and REM sleep have distinct roles in memory consolidation, with NREM expanding memory traces and REM preventing overlap.

The paper uses a computational model to simulate how anesthesia affects neuronal networks and how cholinergic effects can reverse these changes.

This paper constructs a computational model to compare how synaptopathy and myelin defects contribute to hidden hearing loss by simulating sound-evoked auditory nerve responses.

The paper investigates how non-REM sleep aids in consolidating contextual fear memory through changes in hippocampal neuron firing patterns and spike timing relationships.

The paper investigates how sleep-associated theta oscillations and network resonance during slow-wave sleep support memory consolidation through phase-coding and synaptic reorganization.

This study shows that sub-threshold resonance in neural networks helps encode and retrieve information by organizing neuronal activity and limiting excessive synaptic strengthening.