61 citations · 61 across the 1 of their papers we have counts for
4 papers
Conditional Flow Matching for Single-Neuron Electrophysiology: Capturing Multimodal Responses Across Stimuli
Cameron Schofield, Luca Ghafourpour, Philip H. Wong +2
Neurons of the brain exhibit a rich repertoire of electrophysiology dynamics with the same repeated stimulus eliciting very different voltage responses from the same cell. One comm…
RePlaChem: A dimensionality reduction library for plasma chemical mechanisms
Z. Nikolaou, E. Morais, S. Van Rompaey +3
In this work, we present RePlaChem, a software library for reducing detailed large-scale plasma chemical mechanisms to smaller skeletal ones. The library parses a plasma chemical m…
NOBLE -- Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models
Luca Ghafourpour, Valentin Duruisseaux, Bahareh Tolooshams +3
Characterizing the cellular properties of neurons is fundamental to understanding their function in the brain. In this quest, the generation of bio-realistic models is central towa…
Emergence of slow-switching assemblies in structured neuronal networks
Michael T. Schaub, Yazan N. Billeh, Costas A. Anastassiou +2
Unraveling the interplay between connectivity and spatio-temporal dynamics in neuronal networks is a key step to advance our understanding of neuronal information processing. Here…