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ORCIDRicardo Tapiador-Morales
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2020 – today
- 2021
[c15]Alejandro Linares-Barranco, Antonio Rios-Navarro, Salvador Canas-Moreno, Enrique Piñero-Fuentes, Ricardo Tapiador-Morales, Tobi Delbrück:
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification. ICONS 2021: 21:1-21:7- 2020
- [j5]Ricardo Tapiador-Morales
, Jean-Matthieu Maro, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Ryad Benosman, Alejandro Linares-Barranco:
Event-Based Gesture Recognition through a Hierarchy of Time-Surfaces for FPGA. Sensors 20(12): 3404 (2020) - [c14]Enrique Piñero-Fuentes, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Tobi Delbrück, Alejandro Linares-Barranco:
Live Demonstration: CNN Edge Computing for Mobile Robot Navigation. ISCAS 2020: 1
2010 – 2019
- 2019
- [j4]Ricardo Tapiador-Morales, Alejandro Linares-Barranco, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno:
Neuromorphic LIF Row-by-Row Multiconvolution Processor for FPGA. IEEE Trans. Biomed. Circuits Syst. 13(1): 159-169 (2019) - [j3]Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. IEEE Trans. Neural Networks Learn. Syst. 30(3): 644-656 (2019) - [c13]Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco:
A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress. EMSOFT Companion 2019: 10 - [c12]Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Alejandro Linares-Barranco:
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor. FPL 2019: 248-249 - [c11]Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco:
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. IJCCI 2019: 516-521 - [c10]Antonio Rios-Navarro, Ricardo Tapiador-Morales, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco:
Efficient DMA transfers management on embedded Linux PSoC for Deep-Learning gestures recognition: Using Dynamic Vision Sensor and NullHop one-layer CNN accelerator to play RoShamBo. Interacción 2019: 59:1-59:2 - [c9]Ricardo Tapiador-Morales, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction. ISCAS 2019: 1 - [i5]Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Alejandro Linares-Barranco:
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors. CoRR abs/1905.00390 (2019) - [i4]Alejandro Linares-Barranco, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Tobi Delbrück:
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification. CoRR abs/1905.07419 (2019) - 2018
- [j2]Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Elena Cerezuela-Escudero, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Manuel Rivas Pérez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Embedded neural network for real-time animal behavior classification. Neurocomputing 272: 17-26 (2018) - [c8]Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. IJCNN 2018: 1-7 - [i3]Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Claudio Amaya, Alejandro Linares-Barranco:
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator. CoRR abs/1806.01106 (2018) - 2017
- [c7]Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Alejandro Linares-Barranco:
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. ISCAS 2017: 1 - [c6]Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco, Minkyu Kim, Deepak Kadetotad, Jae-sun Seo:
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs. IWANN (2) 2017: 271-282 - [c5]Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. IWANN (1) 2017: 520-531 - [i2]Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. CoRR abs/1706.01406 (2017) - 2016
- [j1]Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Manuel Domínguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Daniel Cascado Caballero, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Commun. Lett. 20(12): 2534-2537 (2016) - [c4]Elena Cerezuela-Escudero, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, C. Martín-Cañal, Alejandro Linares-Barranco:
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. DCAI 2016: 377-385 - [c3]Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. EBCCSP 2016: 1-6 - [c2]Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker. ICANN (1) 2016: 36-44 - [i1]Ricardo Tapiador, Antonio Rios-Navarro, Alejandro Linares-Barranco, Minkyu Kim, Deepak Kadetotad, Jae-sun Seo:
Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs. CoRR abs/1609.09296 (2016) - 2015
- [c1]Ricardo Tapiador-Morales, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Alejandro Linares-Barranco:
System based on inertial sensors for behavioral monitoring of wildlife. CITS 2015: 1-4
Coauthor Index
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