Science

Towards Quantum Language Models EMNLP 2017 YASS: Yet Another Spike Sorter NeurIPS 2017 Adaptive optimal training of animal behavior NeurIPS 2016 A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control NeurIPS 2016 A state-space model of cross-region dynamic connectivity in MEG/EEG NeurIPS 2016 Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks NeurIPS 2016 “Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation NeurIPS 2016 Deep Learning Models of the Retinal Response to Natural Scenes NeurIPS 2016 Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods NeurIPS 2016 Fast and accurate spike sorting of high-channel count probes with KiloSort NeurIPS 2016 Illustrating the Production of the International Phonetic Alphabet Sounds Using Fast Real-Time Magnetic Resonance Imaging Interspeech 2016 Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NeurIPS 2016 Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016 Learning brain regions via large-scale online structured sparse dictionary learning NeurIPS 2016 Linear dynamical neural population models through nonlinear embeddings NeurIPS 2016 Machine Learning for Metrical Analysis of English Poetry COLING 2016 Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NeurIPS 2016 Optimal Architectures in a Solvable Model of Deep Networks NeurIPS 2016 Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images NeurIPS 2016 Sinusoidal Modelling for Ecoacoustics Interspeech 2016 Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity NeurIPS 2016 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015 A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding NeurIPS 2015 Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments NeurIPS 2015