NullHop: A flexible convolutional neural network accelerator based on sparse representations of feature maps A Aimar, H Mostafa, E Calabrese, A Rios-Navarro, R Tapiador-Morales, ... IEEE transactions on neural networks and learning systems 30 (3), 644-656, 2018 | 325 | 2018 |
Wireless sensor network for wildlife tracking and behavior classification of animals in Doñana JP Dominguez-Morales, A Rios-Navarro, M Dominguez-Morales, ... IEEE Communications Letters 20 (12), 2534-2537, 2016 | 78 | 2016 |
Embedded neural network for real-time animal behavior classification D Gutierrez-Galan, JP Dominguez-Morales, E Cerezuela-Escudero, ... Neurocomputing 272, 17-26, 2018 | 70 | 2018 |
Neuromorphic LIF row-by-row multiconvolution processor for FPGA R Tapiador-Morales, A Linares-Barranco, A Jimenez-Fernandez, ... IEEE transactions on biomedical circuits and systems 13 (1), 159-169, 2018 | 38 | 2018 |
Dynamic vision sensor integration on fpga-based cnn accelerators for high-speed visual classification A Linares-Barranco, A Rios-Navarro, S Canas-Moreno, E Piñero-Fuentes, ... International Conference on Neuromorphic Systems 2021, 1-7, 2021 | 23 | 2021 |
Event-based gesture recognition through a hierarchy of time-surfaces for FPGA R Tapiador-Morales, JM Maro, A Jimenez-Fernandez, G Jimenez-Moreno, ... Sensors 20 (12), 3404, 2020 | 22 | 2020 |
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator A Rios-Navarro, R Tapiador-Morales, A Jimenez-Fernandez, C Amaya, ... 2018 IEEE 18th International Conference on Nanotechnology (IEEE-NANO), 1-4, 2018 | 11 | 2018 |
Performance evaluation of neural networks for animal behaviors classification: Horse gaits case study E Cerezuela-Escudero, A Rios-Navarro, JP Dominguez-Morales, ... Distributed Computing and Artificial Intelligence, 13th International …, 2016 | 11 | 2016 |
System based on inertial sensors for behavioral monitoring of wildlife R Tapiador-Morales, A Rios-Navarro, A Jimenez-Fernandez, ... 2015 International Conference on Computer, Information and Telecommunication …, 2015 | 9 | 2015 |
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging A Rios-Navarro, JP Dominguez-Morales, R Tapiador-Morales, ... 2016 Second International Conference on Event-based Control, Communication …, 2016 | 8 | 2016 |
A sensor fusion horse gait classification by a spiking neural network on SpiNNaker A Rios-Navarro, JP Dominguez-Morales, R Tapiador-Morales, ... Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016 | 8 | 2016 |
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring L Durán López, D Gutiérrez Galán, JP Domínguez Morales, ... IJCCI 2019: 11th International Joint Conference on Computational …, 2019 | 7 | 2019 |
Nullhop: a flexible convolutional neural network accelerator based on sparse representations of feature maps. arXiv A Aimar, H Mostafa, E Calabrese, A Rios-Navarro, R Tapiador-Morales, ... arXiv preprint arXiv:1706.01406 10, 2017 | 5 | 2017 |
Efficient memory organization for DNN hardware accelerator implementation on PSoC A Rios-Navarro, D Gutierrez-Galan, JP Dominguez-Morales, ... Electronics 10 (1), 94, 2021 | 4 | 2021 |
Event-based row-by-row multi-convolution engine for dynamic-vision feature extraction on fpga R Tapiador-Morales, A Rios-Navarro, JP Dominguez-Morales, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 4 | 2018 |
Spiking row-by-row fpga multi-kernel and multi-layer convolution processor RT Morales, AR Navarro, JPD Morales, DG Galan, A Linares-Barranco 2019 29th International Conference on Field Programmable Logic and …, 2019 | 3 | 2019 |
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 A Rios-Navarro, R Tapiador-Morales, G Jimenez-Moreno, ... Proceedings of the XX International Conference on Human Computer Interaction …, 2019 | 2 | 2019 |
Live demonstration—Multilayer spiking neural network for audio samples classification using SpiNNaker JP Dominguez-Morales, A Rios-Navarro, D Gutierrez-Galan, ... 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2017 | 2 | 2017 |
Comprehensive evaluation of OpenCL-based CNN implementations for FPGAs R Tapiador-Morales, A Rios-Navarro, A Linares-Barranco, M Kim, ... Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 2 | 2017 |
Live demonstration: CNN edge computing for mobile robot navigation E Pinero-Fuentes, A Rios-Navarro, R Tapiador-Morales, T Delbruck, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2020 | 1 | 2020 |