3 papers
cs.ET2021
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata
Alisha Menon, Anirudh Natarajan, Reva Agashe +5
In this paper, a hardware-optimized approach to emotion recognition based on the efficient brain-inspired hyperdimensional computing (HDC) paradigm is proposed. Emotion recognition…
cs.HC2019
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing
Ali Moin, Andy Zhou, Simone Benatti +3
Varying contraction levels of muscles is a big challenge in electromyography-based gesture recognition. Some use cases require the classifier to be robust against varying force cha…
cs.HC2018
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
Ali Moin, Andy Zhou, Abbas Rahimi +10
EMG-based gesture recognition shows promise for human-machine interaction. Systems are often afflicted by signal and electrode variability which degrades performance over time. We…