Neuromorphic EMG Processing with Spiking Neural Networks

Processing EMG signals using reservoir computing on an event-based neuromorphic system

Autores: Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Giacomo Indiveri, Thomas Dalgaty, Elisa Vianello
Publicado en: 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2018, Página(s) 1-4, ISBN 978-1-5386-3603-9
Editor: IEEE
DOI: 10.1109/biocas.2018.8584674

Open-Loop Neuromorphic Controller Implemented on VLSI Devices

Autores: Elisa Donati, Fernando Perez-Pena, Chiara Bartolozzi, Giacomo Indiveri, Elisabetta Chicca
Publicado en: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Página(s) 827-832, ISBN 978-1-5386-8183-1
Editor: IEEE
DOI: 10.1109/biorob.2018.8487937

Sensor fusion using EMG and vision for hand gesture classification in mobile applications

Autores: Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
Publicado en: arXiv, 2019
Editor: arXiv

Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network

Autores: Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Giacomo Indiveri
Publicado en: IEEE Transactions on Biomedical Circuits and Systems, Edición 13/5, 2019, Página(s) 795-803, ISSN 1932-4545
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbcas.2019.2925454

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