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Federico Corradi
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A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses
N Qiao, H Mostafa, F Corradi, M Osswald, F Stefanini, D Sumislawska, ...
Frontiers in neuroscience 9, 123487, 2015
7162015
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
3062018
Neuromorphic architectures for spiking deep neural networks
G Indiveri, F Corradi, N Qiao
2015 IEEE International Electron Devices Meeting (IEDM), 4.2. 1-4.2. 4, 2015
1822015
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks
B Yin, F Corradi, SM Bohté
Nature Machine Intelligence 3 (10), 905-913, 2021
1562021
Steering a predator robot using a mixed frame/event-driven convolutional neural network
DP Moeys, F Corradi, E Kerr, P Vance, G Das, D Neil, D Kerr, T Delbrück
2016 Second international conference on event-based control, communication …, 2016
1262016
A neuromorphic event-based neural recording system for smart brain-machine-interfaces
F Corradi, G Indiveri
IEEE transactions on biomedical circuits and systems 9 (5), 699-709, 2015
1262015
Effective and efficient computation with multiple-timescale spiking recurrent neural networks
B Yin, F Corradi, SM Bohté
International Conference on Neuromorphic Systems 2020, 1-8, 2020
992020
A sensitive dynamic and active pixel vision sensor for color or neural imaging applications
DP Moeys, F Corradi, C Li, SA Bamford, L Longinotti, FF Voigt, S Berry, ...
IEEE transactions on biomedical circuits and systems 12 (1), 123-136, 2017
902017
μBrain: An event-driven and fully synthesizable architecture for spiking neural networks
J Stuijt, M Sifalakis, A Yousefzadeh, F Corradi
Frontiers in neuroscience 15, 664208, 2021
832021
DHP19: Dynamic vision sensor 3D human pose dataset
E Calabrese, G Taverni, C Awai Easthope, S Skriabine, F Corradi, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
722019
Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo
IA Lungu, F Corradi, T Delbrück
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2017
672017
ECG-based heartbeat classification in neuromorphic hardware
F Corradi, S Pande, J Stuijt, N Qiao, S Schaafsma, G Indiveri, F Catthoor
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
562019
A 132 by 104 10μm-Pixel 250μW 1kefps dynamic vision sensor with pixel-parallel noise and spatial redundancy suppression
C Li, L Longinotti, F Corradi, T Delbruck
2019 Symposium on VLSI Circuits, C216-C217, 2019
512019
Wearable monitoring and interpretable machine learning can objectively track progression in patients during cardiac rehabilitation
H De Cannière, F Corradi, CJP Smeets, M Schoutteten, C Varon, ...
Sensors 20 (12), 3601, 2020
452020
Power-accuracy trade-offs for heartbeat classification on neural networks hardware
A Balaji, F Corradi, A Das, S Pande, S Schaafsma, F Catthoor
Journal of low power electronics 14 (4), 508-519, 2018
432018
Mapping arbitrary mathematical functions and dynamical systems to neuromorphic VLSI circuits for spike-based neural computation
F Corradi, C Eliasmith, G Indiveri
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 269-272, 2014
382014
Radar-based hand gesture recognition using spiking neural networks
IJ Tsang, F Corradi, M Sifalakis, W Van Leekwijck, S Latré
Electronics 10 (12), 1405, 2021
312021
A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI
E Donati, F Corradi, C Stefanini, G Indiveri
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings …, 2014
312014
Key technologies for safe and autonomous drones
M Hussein, R Nouacer, F Corradi, Y Ouhammou, E Villar, C Tieri, ...
Microprocessors and Microsystems 87, 104348, 2021
302021
Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems
M Giulioni, F Corradi, V Dante, P del Giudice
Scientific Reports 5 (14730), 2015
302015
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