Search Results for author: Teresa Serrano-Gotarredona

Found 4 papers, 0 papers with code

Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro

no code implementations12 Feb 2024 Gabriel Galeote-Checa, Gabriella Panuccio, Angel Canal-Alonso, Teresa Serrano-Gotarredona, Bernabe Linares Barranco

To address this challenge, we here present two lightweight algorithms, the ZdensityRODE and the AMPDE, for identifying relevant events from LFPs by utilizing semantic segmentation, which involves extracting different levels of information from the LFP and relevant events from it.

Event Detection Hippocampus +4

A Memristor-Inspired Computation for Epileptiform Signals in Spheroids

no code implementations10 Jul 2023 Iván Díez de los Ríos, John Wesley Ephraim, Gemma Palazzolo, Teresa Serrano-Gotarredona, Gabriella Panuccio, Bernabé Linares-Barranco

In this paper we present a memristor-inspired computational method for obtaining a type of running spectrogram or fingerprint of epileptiform activity generated by rodent hippocampal spheroids.

Effect of Device Mismatches in Differential Oscillatory Neural Networks

no code implementations10 Nov 2022 Jafar Shamsi, María José Avedillo, Bernabé Linares-Barranco, Teresa Serrano-Gotarredona

The simulation results showed that DONN performance was more vulnerable to mismatches in the components of the differential oscillatory neurons than to mismatches in the synaptic circuits.

Foveal-pit inspired filtering of DVS spike response

no code implementations29 May 2021 Shriya T. P. Gupta, Pablo Linares-Serrano, Basabdatta Sen Bhattacharya, Teresa Serrano-Gotarredona

In this paper, we present results of processing Dynamic Vision Sensor (DVS) recordings of visual patterns with a retinal model based on foveal-pit inspired Difference of Gaussian (DoG) filters.

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