Search Results for author: Bernabe Linares-Barranco

Found 2 papers, 1 papers with code

Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors

no code implementations16 Apr 2024 Alberto Patino-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil-Dev Gomony, Federico Corradi, Paul Detteter, Laura Garrido-Regife, Bernabe Linares-Barranco, Manolis Sifalakis

In this work, we propose a framework to train and deploy, in digital neuromorphic hardware, highly performing spiking neural network models (SNNs) where apart from the synaptic weights, the per-synapse delays are also co-optimized.

Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications

1 code implementation11 Jul 2020 Mostafa Rahimi Azghadi, Corey Lammie, Jason K. Eshraghian, Melika Payvand, Elisa Donati, Bernabe Linares-Barranco, Giacomo Indiveri

The advent of dedicated Deep Learning (DL) accelerators and neuromorphic processors has brought on new opportunities for applying both Deep and Spiking Neural Network (SNN) algorithms to healthcare and biomedical applications at the edge.

Electromyography (EMG) Sensor Fusion

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