2022 roadmap on neuromorphic computing and engineering

DV Christensen, R Dittmann… - Neuromorphic …, 2022 - iopscience.iop.org
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

Noninvasive neural interfacing with wearable muscle sensors: Combining convolutive blind source separation methods and deep learning techniques for neural …

A Holobar, D Farina - IEEE signal processing magazine, 2021 - ieeexplore.ieee.org
Neural interfacing is essential for advancing our fundamental understanding of movement
neurophysiology and for develo** human-machine interaction systems. This can be …

A novel approach to surface EMG-based gesture classification using a vision transformer integrated with convolutive blind source separation

MD Dere, B Lee - IEEE Journal of Biomedical and Health …, 2023 - ieeexplore.ieee.org
A robust pattern recognition framework is required for ideal real-time human-machine
interface (HMI) applications. Convolutional neural networks and recurrent neural networks …

Using sparse autoencoders to perform blind source separation of high-density myoelectric signal

MR Romano, LT Duarte, LA Elias - 2023 IEEE 33rd …, 2023 - ieeexplore.ieee.org
A recent approach to address the blind source separation (BSS) problem relies on
autoencoders with a discriminator as a generative adversarial network (GAN). However, this …

Deep Learning Based Spatial Source Localization Using High-Density Surface EMG Signals

Z Safa, R Khanafer, S Berro, A Diab… - … on Smart Systems …, 2024 - ieeexplore.ieee.org
The identification of the spatial position of activated motor units (MUs) in real-time is crucial
in understanding and optimizing muscle function during various activities, which contributes …

[PDF][PDF] 2022 roadmap on neuromorphic computing and engineering

C Angioni - orbit.dtu.dk
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

[KİTAP][B] Ocenjevanje Pravilnosti Razpoznave Posameznih Impulzov Iz večkanalnih Konvolutivnih mešanic Impulznih Izvorov

F Urh - 2021 - search.proquest.com
V doktorski disertaciji razvijemo in predstavimo algoritem WBS (ang. Witness Based
Segmentation) za ocenjevanje pravilnosti razpoznave posameznih impulzov iz večkanalnih …