Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals

22 May 2024

Papers citing "Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals"

6 / 6 papers shown

Title
Lecture notes on rough paths and applications to machine learning Thomas Cass C. Salvi 25 7 0 09 Apr 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 136 11 0 28 Feb 2024
Non-adversarial training of Neural SDEs with signature kernel scores Zacharia Issa Blanka Horvath M. Lemercier C. Salvi AI4TS 76 25 0 25 May 2023
Event-Based Backpropagation can compute Exact Gradients for Spiking Neural Networks Timo C. Wunderlich Christian Pehle 55 119 0 17 Sep 2020
Neural Rough Differential Equations for Long Time Series James Morrill C. Salvi Patrick Kidger James Foster Terry Lyons AI4TS 64 128 0 17 Sep 2020
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 281 5,024 0 19 Jun 2018