Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI

Spatiotemporal Representations of Rapid Visual Target Detection: A Single-Trial EEG Classification Algorithm

(2013) Galit Fuhrmann Alpert et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces

(2010) H Cecotti et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision

(2010) P. Sajda et al.   PROCEEDINGS OF THE IEEE

Spatiotemporal Linear Decoding of Brain State

(2008) Lucas Parra et al.   IEEE SIGNAL PROCESSING MAGAZINE

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE

Brain Activity-Based Image Classification From Rapid Serial Visual Presentation

(2008) N. Bigdely-Shamlo et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

(2007) Klaus-Robert Müller et al.   JOURNAL OF NEUROSCIENCE METHODS