Author

M. Mostajo-Radji

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#graph neural networks Open access Oct 2026

Decoding brain anatomy from neuronal neighborhoods with MYCEL

Extracellular recordings carry information about neuronal location, and pooling per-unit predictions across neighboring electrodes improves its readout, but whether this local pooling should be learned is untested. We present MYCEL (Message-passing Yields Cellular Embeddings of Location), a graph neural network whose n...

Jesus Gonzalez-Ferrer, Avelina Moreno-Ochando, John R. Minnick et al. · bioRxiv · 0 citations

#machine learning Preprint Sep 2026

A discrete generative model of neuronal spiking activity on microelectrode arrays

A compact, reusable representation for array-wide spiking activity without learned assay-specific parameters is established, providing a scalable foundation for generative modeling across diverse neural preparations.

Md Sayed Tanveer, M. Mostajo-Radji, Wang Ge · 0 citations

Open access Aug 2026

HIPPIE: a generative model for electrophysiological analysis across species, technologies, and modalities

HIPPIE is introduced, a deep-learning model that classifies neuron types from electrophysiological recordings across mice, rats and macaques, and can generate and translate signals between species or recording technologies.

Jesus Gonzalez-Ferrer, Julian Lehrer, Bruno Alvarez-Esteban et al. · Nature Communications · 0 citations