Search Results for author: Sergio Solinas

Found 2 papers, 0 papers with code

Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

no code implementations12 Feb 2021 Julian Büchel, Dmitrii Zendrikov, Sergio Solinas, Giacomo Indiveri, Dylan R. Muir

Our method provides robust deployment of pre-trained networks on mixed-signal neuromorphic hardware, without requiring per-device training or calibration.

A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation

no code implementations11 Mar 2019 Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio Solinas, Giacomo Indiveri

Our architecture is the first spiking neural network architecture with on-chip learning capabilities, which is able to perform relational inference on complex visual stimuli.

Sensor Fusion

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