▷ 2020 #IEEE #IES #UPS #Cuenca: Clasificación de señales de Electroencefalografía (#EEG) con Redes Neuronales #NN en #FPGA
⭐⭐⭐⭐⭐ 2020 #IEEE #IES #UPS #Cuenca: Clasificación de señales de Electroencefalografía (#EEG) con Redes Neuronales #NN en #FPGA from Victor Asanza
- ➡️ #EEG #Classification #HumanMachineInterface #BCI #BrainComputerInterface #Emotiv
- ✅ #DigitalSystems #DigitalElectronic #DigitalCircuits #HDL #VHDL #FPGA
- 🥇 Enlace de la Charla:
- Agenda:
- ✅ Introducción
- ✅ Clustering of #EEG Occipital Signals using #K_means
- Asanza, V., Ochoa, K., Sacarelo, C., Salazar, C., Loayza, F., Vaca, C., & Peláez, E. (2016, October). Clustering of EEG occipital signals using k-means. In Ecuador Technical Chapters Meeting (ETCM), IEEE (pp. 1-5). IEEE.
- ✅ EEG Signal Clustering for Motor and Imaginary Motor Tasks on Hands and Feet
- Asanza, V., Pelaez, E., & Loayza, F. (2017, October). EEG signal clustering for motor and imaginary motor tasks on hands and feet. In Ecuador Technical Chapters Meeting (ETCM), 2017 IEEE (pp. 1-5). IEEE.
- ✅ Field Programmable Gate Arrays (#FPGAs)
- ✅ Implementation of a Classification System of EEG Signals Based on FPGA
- ✅ Otros proyectos con FPGA
- C. Cedeño Z., J. Cordova-Garcia, V. Asanza A., R. Ponguillo and L. Muñoz M., "k-NN-Based EMG Recognition for Gestures Communication with Limited Hardware Resources," 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), Leicester, United Kingdom, 2019, pp. 812-817.
- 2019: Artificial Neural Network based EMG recognition for gesture communication (InnovateFPGA)
- ✅ Preguntas
- ✅ Afiche #IEEE #UPS:
- ✅ Video de la charla:
Leer temas relacionados:
- ✅ Implementation of a Classification System of #EEG Signals Based on #FPGA
- ✅ #EEG signal classification with Machine Learning #ML using #Matlab
- ✅ #EEG Signal Clustering for Motor and Imaginary Motor Tasks on Hands and Feet
- ✅ Supervised Pattern Recognition Techniques for Detecting Motor Intention of Lower Limbs in Subjects with Cerebral Palsy #CP
- ✅ Clustering of #EEG Occipital Signals using K-means
- ✅ #EMG signal classification with Machine Learning #ML using #Matlab
- ✅ #EMG Signal Processing with #Clustering Algorithms for Motor Gesture Tasks
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