Emmanouil Giannakakis

Data-driven burst shape analysis for functional phenotyping of neuronal cultures

First release of the burst-shape analysis pipeline accompanying: Schäfer et al. (2025), "Data-driven burst shape analysis for functional phenotyping of neuronal cultures", bioRxiv. https://doi.org/10.1101/2025.09.29.679256 Contents: burst detection, average burst shapes, data-dri...

Diffusion of neuromodulators for temporal credit assignment

Biological learning achieves temporal credit assignment despite sparse and imprecise feedback, often relying on neuromodulatory signals acting over space and time. Here, we introduce a learning mechanism in which error information diffuses locally through the network, similar to...