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Research

997 papers (0 classified directly here)

Subtopics

Bioinformatics (644) Biosignal Processing (371)

Papers per year

28
11
90
140
'10
'15
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'25

Papers (including subtopics)

Logistic Regression for Single Trial EEG Classification NIPS 2006
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks NIPS 2006
A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data NIPS 2006
Comparative Gene Prediction using Conditional Random Fields NIPS 2006
Data Integration for Classification Problems Employing Gaussian Process Priors NIPS 2006
Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces NIPS 2006
A recipe for optimizing a time-histogram NIPS 2006
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons NIPS 2006
Real-time adaptive information-theoretic optimization of neurophysiology experiments NIPS 2006
Mutagenetic tree Fisher kernel improves prediction of HIV drug resistance from viral genotype NIPS 2006
Inferring Network Structure from Co-Occurrences NIPS 2006
Uncertainty, phase and oscillatory hippocampal recall NIPS 2006
An Information Theoretic Framework for Eukaryotic Gradient Sensing NIPS 2006
Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization NIPS 2006
Fast Computation of Graph Kernels NIPS 2006
Nonlinear physically-based models for decoding motor-cortical population activity NIPS 2006
Modelling transcriptional regulation using Gaussian Processes NIPS 2006
Large Scale Hidden Semi-Markov SVMs NIPS 2006
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals JMLR 2006
Rearrangement Clustering: Pitfalls, Remedies, and Applications JMLR 2006
A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n JMLR 2006
The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem JMLR 2003