/hci-papers-summaries

Summaries of papers related to human computer interfaces, especially in relation to machine learning methods.

2017

Use of Machine Learning for Detection of Unaware Facial Recognition Without Individual Training

C Bellman and MV Martin
16th IEEE International Conference on Machine Learning and Applications

2016

Surprise responses in the human brain demonstrate statistical learning under high concurrent cognitive demand

Marta Isabel Garrido, Chee Leong James Teng, Jeremy Alexander Taylor, Elise Genevieve Rowe, Jason Brett Mattingley
Science of Learning, 1, 16006

Detection of subconscious face recognition using consumer-grade brain-computer interfaces

M V Martin, V Cho, G Aversano
ACM Transactions on Applied Perception, Vol. 14, Article 7

2014

Gentle Introduction to Signal Processing and Classifiction for Single-Trial ERP Analysis

Benjamin Blankertz
Video Lecture

2012

Combining features from ERP components in single-trial EEG for discriminating four-category visual objects

Changming Wang et al
J. Neural Eng., Volume 9

2011

(pending) Single-trial analysis and classification of ERP components - A tutorial

Benjamin Blankertz, Steven Lemm, Matthias Treder, Stefan Haufe, Klaus-Robert Muller
NeuroImage, 56 (2011) 814-825

2006

The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell

Benjamin Blankertz et al.