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Biosignal Processing

369 directly classified papers

Papers per year

Papers

Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Inferring neural population dynamics from multiple partial recordings of the same neural circuit NIPS 2013
Detecting Pulse from Head Motions in Video CVPR 2013
Bayesian inference for low rank spatiotemporal neural receptive fields NIPS 2013
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models JMLR 2013
Robust learning of low-dimensional dynamics from large neural ensembles NIPS 2013
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NIPS 2013
Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking NIPS 2013
A multi-agent control framework for co-adaptation in brain-computer interfaces NIPS 2013
A Bayesian Analysis of the Radioactive Releases of Fukushima AISTATS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Fast interior-point inference in high-dimensional sparse, penalized state-space models AISTATS 2012
Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
Multiresolution Gaussian Processes NIPS 2012
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA NIPS 2012
A lattice filter model of the visual pathway NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NIPS 2012
Predicting Action Content On-Line and in Real Time before Action Onset – an Intracranial Human Study NIPS 2012
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012