output
20082022
most citedEvent-based Vision: A Survey

2.3k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

3 papers · 1 filter

cs.LG2022★ 17 cited

Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation

Nicolas Zucchet, João Sacramento

This paper reviews gradient-based techniques to solve bilevel optimization problems. Bilevel optimization is a general way to frame the learning of systems that are implicitly defi…

cs.LG2021★ 5 cited

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

Julian Büchel, Dmitrii Zendrikov, Sergio Solinas +2

Mixed-signal analog/digital circuits emulate spiking neurons and synapses with extremely high energy efficiency, an approach known as "neuromorphic engineering". However, analog ci…

cs.LG2019★ 80 cited

Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI

Georgia Koppe, Hazem Toutounji, Peter Kirsch +2

A major tenet in theoretical neuroscience is that cognitive and behavioral processes are ultimately implemented in terms of the neural system dynamics. Accordingly, a major aim for…