▷ 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:
• https://edu.ieee.org/ec-ups/2020/06/29/clasificacion-de-senales-de-electroencefalografia-eeg-con-redes-neuronales-en-fpga/

• 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