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Neuromorphic EMG Processing with Spiking Neural Networks

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Publications

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

Author(s): Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Giacomo Indiveri, Thomas Dalgaty, Elisa Vianello
Published in: 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2018, Page(s) 1-4
DOI: 10.1109/biocas.2018.8584674

Open-Loop Neuromorphic Controller Implemented on VLSI Devices

Author(s): Elisa Donati, Fernando Perez-Pena, Chiara Bartolozzi, Giacomo Indiveri, Elisabetta Chicca
Published in: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Page(s) 827-832
DOI: 10.1109/biorob.2018.8487937

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

Author(s): Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
Published in: arXiv, 2019

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

Author(s): Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Giacomo Indiveri
Published in: IEEE Transactions on Biomedical Circuits and Systems, Issue 13/5, 2019, Page(s) 795-803, ISSN 1932-4545
DOI: 10.1109/tbcas.2019.2925454