Francesco P. Battaglia

Jul 11, 2024 | dialnet.unirioja.es | Francesco P. Battaglia

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Nov 10, 2023 | biorxiv.org | Boris Sotomayor-Gomez |Francesco P. Battaglia |Martin Vinck

AbstractInformation in the nervous system is encoded by the spiking patterns of large populations of neurons. The analysis of such high-dimensional data is typically restricted to simple, arbitrarily defined features like spike rates, which discards information in the temporal structure of spike trains. Here, we use a recently developed method called SpikeShip based on optimal transport theory, which captures information from all of the relative spike-timing relations among neurons.

Jul 31, 2023 | journals.plos.org | Boris Sotomayor-Gomez |Francesco P. Battaglia |Radboud Nijmegen |Martin Vinck

Comparison of SpikeShip vs firing rates in visual stimuliWe wondered how the information in temporal spiking sequences compared to the information carried by conventional firing rate codes. Our first question was, which one of these two codes conveyed more information. To determine this, we computed a distance matrix for the firing rates, by computing the Euclidean distance between the firing rate vectors. These distances were computed in the same time window as we used for SpikeShip (Fig 5A).

Jun 29, 2023 | biorxiv.org | Francesco P. Battaglia |Martin Vinck |Boris Sotomayor-Gomez

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Jun 20, 2023 | dialnet.unirioja.es | Francesco P. Battaglia

Il mancato deferimento della situazione siriana alla Corte Penale Internazionale da parte del Consiglio di Sicurezza: Un esame critico[1]Sapienza Università di RomaLocalización: Ordine Internazionale e Diritti Umani, ISSN-e 2284-3531, Nº. 3, 2014, págs.