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Research

997 papers (0 classified directly here)

Subtopics

Bioinformatics (644) Biosignal Processing (371)

Papers per year

28
11
90
140
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Papers (including subtopics)

Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NIPS 2012
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NIPS 2012
Structured Learning of Gaussian Graphical Models NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Multiresolution Gaussian Processes NIPS 2012
Scalable imputation of genetic data with a discrete fragmentation-coagulation process NIPS 2012
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NIPS 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Fully Bayesian inference for neural models with negative-binomial spiking NIPS 2012
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Nonparametric Reduced Rank Regression NIPS 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
Fast interior-point inference in high-dimensional sparse, penalized state-space models AISTATS 2012
A Bayesian Analysis of the Radioactive Releases of Fukushima AISTATS 2012
ML-Flex: A Flexible Toolbox for Performing Classification Analyses In Parallel JMLR 2012