conftrace_

dynamical system

398 papers

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DS

Co-occurring keywords

neural network (6616) recurrent neural network (1790) gaussian process (1200) variational inference (2069) time series (435) neural ordinary differential equation (139) graph neural network (3962) ordinary differential equation (139) koopman operator (38) bayesian inference (1907)

Papers

Phoneme Classification using Constrained Variational Gaussian Process Dynamical System NIPS 2012
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Movement Segmentation and Recognition for Imitation Learning AISTATS 2012
Variational Gaussian Process Dynamical Systems NIPS 2011
Coupled Dynamical System Based Hand-Arm Grasp Planning under Real-Time Perturbations RSS 2011
State-Space Inference and Learning with Gaussian Processes AISTATS 2010
Spike timing-dependent plasticity as dynamic filter NIPS 2010
Short-term memory in neuronal networks through dynamical compressed sensing NIPS 2010
Switched Latent Force Models for Movement Segmentation NIPS 2010
Parametric Herding AISTATS 2010
Sharing Features among Dynamical Systems with Beta Processes NIPS 2009
White Functionals for Anomaly Detection in Dynamical Systems NIPS 2009
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NIPS 2008
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NIPS 2008
Using Bayesian Dynamical Systems for Motion Template Libraries NIPS 2008
Simple Local Models for Complex Dynamical Systems NIPS 2008
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons NIPS 2007
Design of a Bio-inspired Dynamical Vertical Climbing Robot RSS 2007
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NIPS 2006
Distributed Inference in Dynamical Systems NIPS 2006
Predicting spike times from subthreshold dynamics of a neuron NIPS 2006
The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins JMLR 2004