Análisis de usabilidad y utilidad de las herramientas GDUS+ y LAMS para el diseño pedagógico en un entorno de enseñanza semipresencial universitario

Autor: Elena Cerezuela Escudero, Rocío García-Robles

Publikováno v: RED. Revista de Educación a Distancia, Iss 24, Pp 1-8 (2010)

IMS-Learning Design es una especificación pedagógicamente neutral que permite la creación de escenarios y contenidos educativos promoviendo la reusabilidad y permitiendo un amplio abanico de enfoques didácticos. No obstante, aún siendo especialm

Externí odkaz: https://doaj.org/article/66abc65b432140c0b468592f2e48eecc

Embedded neural network for real-time animal behavior classification

Autor: Juan Pedro Dominguez-Morales, Angel Jimenez-Fernandez, Manuel Domínguez-Morales, Daniel Gutierrez-Galan, Elena Cerezuela-Escudero, M. Rivas-Perez, Ricardo Tapiador-Morales, Alejandro Linares-Barranco, Antonio Rios-Navarro

Publikováno v: idUS. Depósito de Investigación de la Universidad de Sevilla
instname

Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain animals’ behavior information, resources like wireless sensor networks are needed. More- over, large amounts of obtained data ha

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef4c1d83dc54610ed06d104433a30469
https://doi.org/10.1016/j.neucom.2017.03.090

Live demonstration — Multilayer spiking neural network for audio samples classification using SpiNNaker

Autor: Angel Jimenez-Fernandez, Juan Pedro Dominguez-Morales, Manuel Domínguez-Morales, Ricardo Tapiador-Morales, Elena Cerezuela-Escudero, Alejandro Linares-Barranco, Antonio Rios-Navarro, Daniel Gutierrez-Galan

Publikováno v: ISCAS
idUS. Depósito de Investigación de la Universidad de Sevilla
instname

In this demonstration we present a spiking neural network architecture for audio samples classification using SpiNNaker. The network consists of different leaky integrate-and-fire neuron layers. The connections between them are trained using firing r

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e1f655e4df776b34d670e3d3364e248a
https://doi.org/10.1109/iscas.2017.8050404

Sound Recognition System Using Spiking and MLP Neural Networks

Autor: Manuel Domínguez-Morales, Juan Pedro Dominguez-Morales, Alejandro Linares-Barranco, Angel Jimenez-Fernandez, Elena Cerezuela-Escudero, R. Paz-Vicente

Publikováno v: Artificial Neural Networks and Machine Learning – ICANN 2016 ISBN: 9783319447803
ICANN (2)
idUS. Depósito de Investigación de la Universidad de Sevilla
instname

In this paper, we explore the capabilities of a sound classification system that combines a Neuromorphic Auditory System for feature extraction and an artificial neural network for classification. Two models of neural network have been used: Multilay

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0431b905410b55d8098fac04bf85c041
https://doi.org/10.1007/978-3-319-44781-0_43

Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study

Autor: Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, C. Martín-Cañal, Elena Cerezuela-Escudero, Alejandro Linares-Barranco

Publikováno v: idUS. Depósito de Investigación de la Universidad de Sevilla
instname
Distributed Computing and Artificial Intelligence, 13th International Conference ISBN: 9783319401614
DCAI

The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals is a very complex task due to the difficulties to track them and classify their behaviors through the collected sensory inform

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::29b28f05d254a7be6434cdc202b1b903