Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.6K citations · Full text

Neuropsychology, Affective Design, Affective Neuroscience +19

Toward machine emotional intelligence: analysis of affective physiological state

Rosalind W. Picard, Elias Vyzas, Jennifer Healey · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 2.3K citations

Artificial Intelligence, Engineering, Machine Learning +18

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors

Pentti Kanerva · Cognitive Computation · 2009 · 928 citations

Cluster Computing, High-dimensional Random Vectors, Engineering +13

A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition

Ali Moin, Andy Zhou, Abbas Rahimi et al. · Nature Electronics · 2020 · 633 citations · Full text

Wearable System, Engineering, Machine Learning +9

AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

Juan Abdon Miranda-Correa, Mojtaba Khomami Abadi, Nicu Sebe et al. · IEEE Transactions on Affective Computing · 2018 · 628 citations · Full text

Affective Variable, Affective Design, Social Psychology +16