Search Results for author: Bernabé Linares-Barranco

Found 4 papers, 1 papers with code

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.

Neutron-Induced, Single-Event Effects on Neuromorphic Event-based Vision Sensor: A First Step Towards Space Applications

no code implementations29 Jan 2021 Seth Roffe, Himanshu Akolkar, Alan D. George, Bernabé Linares-Barranco, Ryad Benosman

The results show that event-based cameras are capable of functioning in a space-like, radiative environment with a signal-to-noise ratio of 3. 355.

Event-based vision

MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems

1 code implementation23 Apr 2020 Corey Lammie, Wei Xiang, Bernabé Linares-Barranco, Mostafa Rahimi Azghadi

Memristive devices have shown great promise to facilitate the acceleration and improve the power efficiency of Deep Learning (DL) systems.

Emerging Technologies

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