Federico Corradi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Unmanned Aerial Vehicles

Long Short Term Memory

Keyword Spotting

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Lorenzo Pes, Rick Luiken, Federico Corradi, Charlotte Frenkel
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks. AICAS (2024)
Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil Dev Gomony, Federico Corradi, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis
Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors. CoRR (2024)
Lorenzo Pes, Rick Luiken, Federico Corradi, Charlotte Frenkel
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks. CoRR (2024)
Federico Corradi, Zhanbo Shen, Hanqing Zhao, Nikolaos Alachiotis
Accelerated Spiking Convolutional Neural Networks for Scalable Population Genomics. HEART (2024)
Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. ISCAS (2023)
Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. CoRR (2023)
Bojian Yin, Federico Corradi, Sander M. Bohté
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time. Nat. Mac. Intell. 5 (5) (2023)
Edgar Luhulima, Madeleine Abernot, Federico Corradi, Aida Todri-Sanial
Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network. ISLPED (2023)
Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Friedemann Zenke, Frank Gurkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, Sam Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal
PetaOps/W edge-AI $\mu$ Processors: Myth or reality? DATE (2023)
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR (2023)
Ali Safa, Federico Corradi, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Amirreza Yousefzadeh, Gert-Jan van Schaik, Mohammad Tahghighi, Paul Detterer, Stefano Traferro, Martijn Hijdra, Jan Stuijt, Federico Corradi, Manolis Sifalakis, Mario Konijnenburg
SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture. AICAS (2022)
Anand Sankaran, Paul Detterer, Kalpana Kannan, Nikolaos Alachiotis, Federico Corradi
An Event-driven Recurrent Spiking Neural Network Architecture for Efficient Inference on FPGA. ICONS (2022)
Manil Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, L. Mei, V. Jain, Said Hamdioui, V. Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, F. Gurkaynak, Barry de Bruin, Sander Stuijk, S. Davidson, S. De, M. Ghogho, A. Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, O. Karrakchou, Tim Güneysu, Henk Corporaal
CONVOLVE: Smart and seamless design of smart edge processors. CoRR (2022)
Bojian Yin, Qinghai Guo, Federico Corradi, Sander M. Bohté
Attentive Decision-making and Dynamic Resetting of Continual Running SRNNs for End-to-End Streaming Keyword Spotting. ICONS (2022)
M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
Design of Many-Core Big Little µBrains for Energy-Efficient Embedded Neuromorphic Computing. DATE (2022)
Yuming He, Federico Corradi, Chengyao Shi, Stan van der Ven, Martijn Timmermans, Jan Stuijt, Paul Detterer, Pieter Harpe, Lucas Lindeboom, Evelien Hermeling, Geert Langereis, Elisabetta Chicca, Yao-Hong Liu
An Implantable Neuromorphic Sensing System Featuring Near-Sensor Computation and Send-on-Delta Transmission for Wireless Neural Sensing of Peripheral Nerves. IEEE J. Solid State Circuits 57 (10) (2022)
Federico Corradi, Francesco Fioranelli
Radar Perception for Autonomous Unmanned Aerial Vehicles: a Survey. DroneSE/RAPIDO@HiPEAC (2022)
Marina González-Álvarez, Julien Dupeyroux, Federico Corradi, Guido C. H. E. de Croon
Evolved neuromorphic radar-based altitude controller for an autonomous open-source blimp. ICRA (2022)
Bojian Yin, Federico Corradi, Sander M. Bohté
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks. CoRR (2021)
Bojian Yin, Federico Corradi, Sander M. Bohté
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time. CoRR (2021)
Federico Corradi, Guido Adriaans, Sander Stuijk
Gyro: A Digital Spiking Neural Network Architecture for Multi-Sensory Data Analytics. DroneSE/RAPIDO@HiPEAC (2021)
Marina González-Álvarez, Julien Dupeyroux, Federico Corradi, Guido de Croon
Evolved neuromorphic radar-based altitude controller for an autonomous open-source blimp. CoRR (2021)
M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing. CoRR (2021)
Yuming He, Federico Corradi, Chengyao Shi, Ming Ding, Martijn Timmermans, Jan Stuijt, Pieter Harpe, Ilja Ocket, Yao-Hong Liu
A 28.2 μC Neuromorphic Sensing System Featuring SNN-based Near-sensor Computation and Event-Driven Body-Channel Communication for Insertable Cardiac Monitoring. A-SSCC (2021)
Bojian Yin, Federico Corradi, Sander M. Bohté
Effective and Efficient Spiking Recurrent Neural Networks. ERCIM News 2021 (125) (2021)
Bojian Yin, Federico Corradi, Sander M. Bohté
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks. Nat. Mach. Intell. 3 (10) (2021)
Mahmoud Hussein, Réda Nouacer, Federico Corradi, Yassine Ouhammou, Eugenio Villar, Carlo Tieri, Rodrigo Castiñeira
Key technologies for safe and autonomous drones. Microprocess. Microsystems 87 (2021)
Bojian Yin, Federico Corradi, Sander M. Bohté
Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks. ICONS (2020)
Bojian Yin, Federico Corradi, Sander M. Bohté
Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks. CoRR (2020)
Mahmoud Hussein, Réda Nouacer, Yassine Ouhammou, Eugenio Villar, Federico Corradi, Carlo Tieri, Rodrigo Castiñeira
Key Enabling Technologies for Drones. DSD (2020)
Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors 20 (12) (2020)
Chenghan Li, Luca Longinotti, Federico Corradi, Tobi Delbrück
A 132 by 104 10μm-Pixel 250μW 1kefps Dynamic Vision Sensor with Pixel-Parallel Noise and Spatial Redundancy Suppression. VLSI Circuits (2019)
Enrico Calabrese, Gemma Taverni, Christopher Awai Easthope, Sophie Skriabine, Federico Corradi, Luca Longinotti, Kynan Eng, Tobi Delbrück
DHP19: Dynamic Vision Sensor 3D Human Pose Dataset. CVPR Workshops (2019)
Federico Corradi, Jeroen Buil, Hélène De Cannière, Willemijn Groenendaal, Pieter M. Vandervoort
Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network. BioCAS (2019)
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) (2019)
Federico Corradi, Sandeep Pande, Jan Stuijt, Ning Qiao, Siebren Schaafsma, Giacomo Indiveri, Francky Catthoor
ECG-based Heartbeat Classification in Neuromorphic Hardware. IJCNN (2019)
Diederik Paul Moeys, Federico Corradi, Cheng-Han Li, Simeon A. Bamford, Luca Longinotti, Fabian F. Voigt, Stewart Berry, Gemma Taverni, Fritjof Helmchen, Tobi Delbrück
A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications. IEEE Trans. Biomed. Circuits Syst. 12 (1) (2018)
Diederik Paul Moeys, Daniel Neil, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Thomas Martin McGinnity, Dermot Kerr, Tobi Delbrück
PRED18: Dataset and Further Experiments with DAVIS Event Camera in Predator-Prey Robot Chasing. CoRR (2018)
Adarsha Balaji, Federico Corradi, Anup Das, Sandeep Pande, Siebren Schaafsma, Francky Catthoor
Power-Accuracy Trade-Offs for Heartbeat Classification on Neural Networks Hardware. J. Low Power Electron. 14 (4) (2018)
Iulia-Alexandra Lungu, Federico Corradi, Tobi Delbrück
Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo. ISCAS (2017)
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 (2017)
Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbrück
Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network. CoRR (2016)
Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbrück
Steering a predator robot using a mixed frame/event-driven convolutional neural network. EBCCSP (2016)
Federico Corradi, Giacomo Indiveri
A Neuromorphic Event-Based Neural Recording System for Smart Brain-Machine-Interfaces. IEEE Trans. Biomed. Circuits Syst. 9 (5) (2015)
Massimiliano Giulioni, Federico Corradi, Vittorio Dante, Paolo Del Giudice
Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems. CoRR (2015)
Federico Corradi, Hongzhi You, Massimiliano Giulioni, Giacomo Indiveri
Decision making and perceptual bistability in spike-based neuromorphic VLSI systems. ISCAS (2015)
Federico Corradi, David Bontrager, Giacomo Indiveri
Toward neuromorphic intelligent brain-machine interfaces: An event-based neural recording and processing system. BioCAS (2014)
Hesham Mostafa, Federico Corradi, Fabio Stefanini, Giacomo Indiveri
A hybrid analog/digital Spike-Timing Dependent Plasticity learning circuit for neuromorphic VLSI multi-neuron architectures. ISCAS (2014)
Elisa Donati, Federico Corradi, Cesare Stefanini, Giacomo Indiveri
A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI. BioCAS (2014)
Federico Corradi, Chris Eliasmith, Giacomo Indiveri
Mapping arbitrary mathematical functions and dynamical systems to neuromorphic VLSI circuits for spike-based neural computation. ISCAS (2014)
Federico Corradi, Davide Zambrano, Marco Raglianti, Giovanni Passetti, Cecilia Laschi, Giacomo Indiveri
Towards a Neuromorphic Vestibular System. IEEE Trans. Biomed. Circuits Syst. 8 (5) (2014)
Giovanni Passetti, Federico Corradi, Marco Raglianti, Davide Zambrano, Cecilia Laschi, Giacomo Indiveri
Implementation of a neuromorphic vestibular sensor with analog VLSI neurons. BioCAS (2013)
Hesham Mostafa, Federico Corradi, Marc Osswald, Giacomo Indiveri
Automated synthesis of asynchronous event-based interfaces for neuromorphic systems. ECCTD (2013)
Federico Corradi, Massimiliano Giulioni
Learning to recognize visual stimuli in neuromorphic VLSI. BioCAS (2012)