Event-Based Gesture Recognition through a Hierarchy of Time-Surfaces for FPGA
Tapiador-Morales, Ricardo, Maro, Jean-Matthieu, Jimenez-Fernandez, Angel, Jimenez-Moreno, Gabriel, Benosman, Ryad, Linares-Barranco, Alejandro
Published in Sensors (Basel, Switzerland) (16.06.2020)
Published in Sensors (Basel, Switzerland) (16.06.2020)
Get full text
Journal Article
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor
Tapiador Morales, Ricardo, Rios Navarro, Antonio, Dominguez Morales, Juan Pedro, Gutierrez Galan, Daniel, Linares-Barranco, Alejandro
Published in 2019 29th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2019)
Published in 2019 29th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2019)
Get full text
Conference Proceeding
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Aimar, Alessandro, Mostafa, Hesham, Calabrese, Enrico, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo, Lungu, Iulia-Alexandra, Milde, Moritz B., Corradi, Federico, Linares-Barranco, Alejandro, Liu, Shih-Chii, Delbruck, Tobi
Published in IEEE transaction on neural networks and learning systems (01.03.2019)
Published in IEEE transaction on neural networks and learning systems (01.03.2019)
Get full text
Journal Article
Live Demonstration: CNN Edge Computing for Mobile Robot Navigation
Pinero-Fuentes, Enrique, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo, Delbruck, Tobi, Linares-Barranco, Alejandro
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Get full text
Conference Proceeding
Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
Rios-Navarro, Antonio, Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Piñero-Fuentes, Enrique, Duran-Lopez, Lourdes, Tapiador-Morales, Ricardo, Dominguez-Morales, Manuel Jesús
Published in Electronics (Basel) (01.01.2021)
Published in Electronics (Basel) (01.01.2021)
Get full text
Journal Article
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
Gutierrez-Galan, Daniel, Dominguez-Morales, Juan Pedro, Tapiador-Morales, Ricardo, Rios-Navarro, Antonio, Dominguez-Morales, Manuel Jesus, Jimenez-Fernandez, Angel, Linares-Barranco, Alejandro
Published in Advances in Computational Intelligence (2017)
Published in Advances in Computational Intelligence (2017)
Get full text
Book Chapter
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification
Linares-Barranco, Alejandro, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo, Delbruck, Tobi
Year of Publication 17.05.2019
Year of Publication 17.05.2019
Get full text
Journal Article
Work-in-Progress: A Neuromorphic Approach of the Sound Source Localization Task in Real-Time Embedded Systems
Gutierrez-Galan, Daniel, Jimenez-Fernandez, Juan Pedro, Jimenez-Fernandez, Angel, Tapiador-Morales, Ricardo, Rios-Navarro, Antonio, Linares-Barranco, Alejandro
Published in 2019 International Conference on Embedded Software (EMSOFT) (01.10.2019)
Published in 2019 International Conference on Embedded Software (EMSOFT) (01.10.2019)
Get full text
Conference Proceeding
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA
Tapiador-Morales, Ricardo, Rios-Navarro, Antonio, Dominguez-Morales, Juan P., Gutierrez-Galan, D., Dominguez-Morales, M., Jimenez-Fernandez, A., Linares-Barranco, Alejandro
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
Get full text
Conference Proceeding
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Aimar, Alessandro, Mostafa, Hesham, Calabrese, Enrico, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo, Lungu, Iulia-Alexandra, Milde, Moritz B, Corradi, Federico, Linares-Barranco, Alejandro, Liu, Shih-Chii, Delbruck, Tobi
Published in arXiv.org (06.03.2018)
Published in arXiv.org (06.03.2018)
Get full text
Paper
Journal Article