Biosignal Processing

Recognizing retinal ganglion cells in the dark NeurIPS 2015 Robust Heart Rate Measurement From Video Using Select Random Patches ICCV 2015 A Bayesian model for identifying hierarchically organised states in neural population activity NeurIPS 2014 Analysis of Brain States from Multi-Region LFP Time-Series NeurIPS 2014 Inferring synaptic conductances from spike trains with a biophysically inspired point process model NeurIPS 2014 Learning convolution filters for inverse covariance estimation of neural network connectivity NeurIPS 2014 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data NeurIPS 2014 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014 Scalable Inference for Neuronal Connectivity from Calcium Imaging NeurIPS 2014 Sparse Space-Time Deconvolution for Calcium Image Analysis NeurIPS 2014 Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NeurIPS 2014 A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NeurIPS 2013 A multi-agent control framework for co-adaptation in brain-computer interfaces NeurIPS 2013 Bayesian entropy estimation for binary spike train data using parametric prior knowledge NeurIPS 2013 Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NeurIPS 2013 Bayesian inference for low rank spatiotemporal neural receptive fields NeurIPS 2013 Detecting Pulse from Head Motions in Video CVPR 2013 Inferring neural population dynamics from multiple partial recordings of the same neural circuit NeurIPS 2013 Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models JMLR 2013 Real-Time Inference for a Gamma Process Model of Neural Spiking NeurIPS 2013 Robust learning of low-dimensional dynamics from large neural ensembles NeurIPS 2013 Robust Spatial Filtering with Beta Divergence NeurIPS 2013 Spike train entropy-rate estimation using hierarchical Dirichlet process priors NeurIPS 2013 A Bayesian Analysis of the Radioactive Releases of Fukushima AISTATS 2012