Federico Corradi

80 papers A* 1A 4B 2C 7Journal 43Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Sparse Selective-Update RNNs for Long-Range Sequence Modeling. CoRR Bojian Yin, Shurong Wang, Haoyu Tan, Sander M. Bohté, Federico Corradi, Guoqi Li
2026	J	`jnl`	Traces propagation: memory-efficient and scalable forward-only learning in spiking neural networks. Neuromorph. Comput. Eng. Lorenzo Pes, Bojian Yin, Sander Stuijk, Federico Corradi
2025	J	`jnl`	Efficient Synaptic Delay Implementation in Digital Event-Driven AI Accelerators. CoRR Roy Meijer, Paul Detterer, Amirreza Yousefzadeh, Alberto Patiño-Saucedo, Guangzhi Tang, Kanishkan Vadivel, Yinfu Xu, Manil Dev Gomony, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2025	J	`jnl`	FPGA Innovation Research in the Netherlands: Present Landscape and Future Outlook. CoRR Nikolaos Alachiotis, Sjoerd van den Belt, Steven van der Vlugt, Reinier van der Walle, Mohsen Safari, Bruno Endres Forlin, Tiziano De Matteis, Zaid Al-Ars, Roel Jordans, António J. Sousa de Almeida, Federico Corradi, Christiaan Baaij, Ana Lucia Varbanescu
2025	—	`conf`	Hardware-In-The-Loop Training of a 4f Optical Correlator with Logarithmic Complexity Reduction for CNNs. OFC Lorenzo Pes, Maryam Dehbashizadeh Chehreghan, Rick Luiken, Sander Stuijk, Ripalta Stabile, Federico Corradi
2025	J	`jnl`	Hardware-In-The-Loop Training of a 4f Optical Correlator with Logarithmic Complexity Reduction for CNNs. CoRR Lorenzo Pes, Maryam Dehbashizadeh Chehreghan, Rick Luiken, Sander Stuijk, Ripalta Stabile, Federico Corradi
2025	J	`jnl`	NEXUS: A 28nm 3.3pJ/SOP 16-Core Spiking Neural Network With a Diamond Topology for Real-Time Data Processing. IEEE Trans. Biomed. Circuits Syst. Maryam Sadeghi, Yasser Rezaeiyan, Darío Fernández Khatiboun, Sherif Eissa, Federico Corradi, Charles Augustine, Farshad Moradi
2025	A	`conf`	Neuromorphic Edge Computing: Challenges, Opportunities, and Current Solutions. ISLPED Federico Corradi, Amir Zjajo, Letícia Maria Bolzani Poehls, Milos Krstic, Orlando Moreira, Zeqi Zhu, Farhad Merchant
2025	—	`conf`	Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural Networks. NICE Bojian Yin, Federico Corradi
2025	J	`jnl`	On the Optimality of Single-label and Multi-label Neural Network Decoders. CoRR Yunus Can Gültekin, Péter Scheepers, Yuncheng Yuan, Federico Corradi, Alex Alvarado
2025	J	`jnl`	STEMS: Spatial-Temporal Mapping Tool For Spiking Neural Networks. CoRR Sherif Eissa, Sander Stuijk, Floran de Putter, Andrea Nardi-Dei, Federico Corradi, Henk Corporaal
2025	J	`jnl`	STEMS: Spatial-Temporal Mapping for Spiking Neural Networks. IEEE Trans. Computers Sherif Eissa, Sander Stuijk, Floran de Putter, Andrea Nardi-Dei, Federico Corradi, Henk Corporaal
2025	B	`conf`	Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection. IJCNN Shenqi Wang, Yingfu Xu, Amirreza Yousefzadeh, Sherif Eissa, Henk Corporaal, Federico Corradi, Guangzhi Tang
2025	J	`jnl`	Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection. CoRR Shenqi Wang, Yingfu Xu, Amirreza Yousefzadeh, Sherif Eissa, Henk Corporaal, Federico Corradi, Guangzhi Tang
2025	J	`jnl`	Spatiotemporal Radar Gesture Recognition with Hybrid Spiking Neural Networks: Balancing Accuracy and Efficiency. CoRR Riccardo Mazzieri, Eleonora Cicciarella, Jacopo Pegoraro, Federico Corradi, Michele Rossi
2025	—	`conf`	SpiRec: Soft-Logic Architecture Exploration of Reconfigurable Systems for Spiking Neural Networks. ASAP Xunqin Lai, Federico Corradi, Siva Satyendra Sahoo
2025	J	`jnl`	Stochastic Variational Propagation: Local, Scalable and Efficient Alternative to Backpropagation. CoRR Bojian Yin, Federico Corradi
2025	J	`jnl`	Synthetic Biology meets Neuromorphic Computing: Towards a bio-inspired Olfactory Perception System. CoRR Kevin Max, Larissa Sames, Shimeng Ye, Jan Steinkühler, Federico Corradi
2025	J	`jnl`	Synthetic biology meets neuromorphic computing: towards a bio-inspired olfactory perception system. Neuromorph. Comput. Eng. Kevin Max, Larissa Sames, Shimeng Ye, Jan Steinkühler, Federico Corradi
2025	J	`jnl`	Traces Propagation: Memory-Efficient and Scalable Forward-Only Learning in Spiking Neural Networks. CoRR Lorenzo Pes, Bojian Yin, Sander Stuijk, Federico Corradi
2024	C	`conf`	A Scalable Hardware Architecture for Efficient Learning of Recurrent Neural Networks at the Edge. VLSI-SoC Yicheng Zhang, Manil Dev Gomony, Henk Corporaal, Federico Corradi
2024	—	`conf`	Accelerated Spiking Convolutional Neural Networks for Scalable Population Genomics. HEART Federico Corradi, Zhanbo Shen, Hanqing Zhao, Nikolaos Alachiotis
2024	—	`conf`	Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks. AICAS Lorenzo Pes, Rick Luiken, Federico Corradi, Charlotte Frenkel
2024	J	`jnl`	Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks. CoRR Lorenzo Pes, Rick Luiken, Federico Corradi, Charlotte Frenkel
2024	J	`jnl`	Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors. CoRR Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil Dev Gomony, Federico Corradi, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis
2024	J	`jnl`	Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural Networks. CoRR Bojian Yin, Federico Corradi
2024	J	`jnl`	On the Design and Performance of Machine Learning Based Error Correcting Decoders. CoRR Yuncheng Yuan, Péter Scheepers, Lydia Tasiou, Yunus Can Gültekin, Federico Corradi, Alex Alvarado
2024	—	`conf`	Spike Vision: A Fully Spiking Neural Network Transformer-Inspired Model for Dynamic Vision Sensors. IEEECONF Zhanbo Shen, Federico Corradi
2023	J	`jnl`	Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time. Nat. Mac. Intell. Bojian Yin, Federico Corradi, Sander M. Bohté
2023	A	`conf`	Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network. ISLPED Edgar Luhulima, Madeleine Abernot, Federico Corradi, Aida Todri-Sanial
2023	C	`conf`	Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. ISCAS Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2023	J	`jnl`	Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking. CoRR Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2023	J	`jnl`	Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing. IEEE Trans. Neural Networks Learn. Syst. Ali Safa, Federico Corradi, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen
2023	J	`jnl`	NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR 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, P. 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 Michael 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
2023	A	`conf`	PetaOps/W edge-AI $\mu$ Processors: Myth or reality? DATE 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 K. Gürkaynak, 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
2023	—	`conf`	QMTS: Fixed-point Quantization for Multiple-timescale Spiking Neural Networks. ICANN (1) Sherif Eissa, Federico Corradi, Floran de Putter, Sander Stuijk, Henk Corporaal
2022	—	`conf`	An Event-driven Recurrent Spiking Neural Network Architecture for Efficient Inference on FPGA. ICONS Anand Sankaran, Paul Detterer, Kalpana Kannan, Nikolaos Alachiotis, Federico Corradi
2022	J	`jnl`	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 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
2022	—	`conf`	Attentive Decision-making and Dynamic Resetting of Continual Running SRNNs for End-to-End Streaming Keyword Spotting. ICONS Bojian Yin, Qinghai Guo, Federico Corradi, Sander M. Bohté
2022	J	`jnl`	CONVOLVE: Smart and seamless design of smart edge processors. CoRR Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal
2022	A	`conf`	Design of Many-Core Big Little µBrains for Energy-Efficient Embedded Neuromorphic Computing. DATE M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
2022	A*	`conf`	Evolved neuromorphic radar-based altitude controller for an autonomous open-source blimp. ICRA Marina González-Álvarez, Julien Dupeyroux, Federico Corradi, Guido C. H. E. de Croon
2022	—	`conf`	Radar Perception for Autonomous Unmanned Aerial Vehicles: a Survey. DroneSE/RAPIDO@HiPEAC Federico Corradi, Francesco Fioranelli
2022	—	`conf`	SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture. AICAS Amirreza Yousefzadeh, Gert-Jan van Schaik, Mohammad Tahghighi, Paul Detterer, Stefano Traferro, Martijn Hijdra, Jan Stuijt, Federico Corradi, Manolis Sifalakis, Mario Konijnenburg
2021	—	`conf`	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 Yuming He, Federico Corradi, Chengyao Shi, Ming Ding, Martijn Timmermans, Jan Stuijt, Pieter Harpe, Ilja Ocket, Yao-Hong Liu
2021	J	`jnl`	Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks. CoRR Bojian Yin, Federico Corradi, Sander M. Bohté
2021	J	`jnl`	Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks. Nat. Mach. Intell. Bojian Yin, Federico Corradi, Sander M. Bohté
2021	J	`jnl`	Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time. CoRR Bojian Yin, Federico Corradi, Sander M. Bohté
2021	J	`jnl`	Design of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing. CoRR M. Lakshmi Varshika, Adarsha Balaji, Federico Corradi, Anup Das, Jan Stuijt, Francky Catthoor
2021	J	`jnl`	Effective and Efficient Spiking Recurrent Neural Networks. ERCIM News Bojian Yin, Federico Corradi, Sander M. Bohté
2021	J	`jnl`	Evolved neuromorphic radar-based altitude controller for an autonomous open-source blimp. CoRR Marina González-Álvarez, Julien Dupeyroux, Federico Corradi, Guido de Croon
2021	—	`conf`	Gyro: A Digital Spiking Neural Network Architecture for Multi-Sensory Data Analytics. DroneSE/RAPIDO@HiPEAC Federico Corradi, Guido Adriaans, Sander Stuijk
2021	J	`jnl`	Key technologies for safe and autonomous drones. Microprocess. Microsystems Mahmoud Hussein, Réda Nouacer, Federico Corradi, Yassine Ouhammou, Eugenio Villar, Carlo Tieri, Rodrigo Castiñeira
2020	—	`conf`	Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks. ICONS Bojian Yin, Federico Corradi, Sander M. Bohté
2020	J	`jnl`	Effective and Efficient Computation with Multiple-timescale Spiking Recurrent Neural Networks. CoRR Bojian Yin, Federico Corradi, Sander M. Bohté
2020	C	`conf`	Key Enabling Technologies for Drones. DSD Mahmoud Hussein, Réda Nouacer, Yassine Ouhammou, Eugenio Villar, Federico Corradi, Carlo Tieri, Rodrigo Castiñeira
2020	J	`jnl`	Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort
2019	—	`conf`	A 132 by 104 10μm-Pixel 250μW 1kefps Dynamic Vision Sensor with Pixel-Parallel Noise and Spatial Redundancy Suppression. VLSI Circuits Chenghan Li, Luca Longinotti, Federico Corradi, Tobi Delbruck
2019	—	`conf`	DHP19: Dynamic Vision Sensor 3D Human Pose Dataset. CVPR Workshops Enrico Calabrese, Gemma Taverni, Christopher Awai Easthope, Sophie Skriabine, Federico Corradi, Luca Longinotti, Kynan Eng, Tobi Delbruck
2019	B	`conf`	ECG-based Heartbeat Classification in Neuromorphic Hardware. IJCNN Federico Corradi, Sandeep Pande, Jan Stuijt, Ning Qiao, Siebren Schaafsma, Giacomo Indiveri, Francky Catthoor
2019	J	`jnl`	NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. IEEE Trans. Neural Networks Learn. Syst. 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 Delbruck
2019	—	`conf`	Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network. BioCAS Federico Corradi, Jeroen Buil, Hélène De Cannière, Willemijn Groenendaal, Pieter M. Vandervoort
2018	J	`jnl`	A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications. IEEE Trans. Biomed. Circuits Syst. Diederik Paul Moeys, Federico Corradi, Cheng-Han Li, Simeon A. Bamford, Luca Longinotti, Fabian F. Voigt, Stewart Berry, Gemma Taverni, Fritjof Helmchen, Tobi Delbruck
2018	J	`jnl`	PRED18: Dataset and Further Experiments with DAVIS Event Camera in Predator-Prey Robot Chasing. CoRR Diederik Paul Moeys, Daniel Neil, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Thomas Martin McGinnity, Dermot Kerr, Tobi Delbruck
2018	J	`jnl`	Power-Accuracy Trade-Offs for Heartbeat Classification on Neural Networks Hardware. J. Low Power Electron. Adarsha Balaji, Federico Corradi, Anup Das, Sandeep Pande, Siebren Schaafsma, Francky Catthoor
2017	C	`conf`	Live demonstration: Convolutional neural network driven by dynamic vision sensor playing RoShamBo. ISCAS Iulia-Alexandra Lungu, Federico Corradi, Tobi Delbruck
2017	J	`jnl`	NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. CoRR 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 Delbruck
2016	J	`jnl`	Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network. CoRR Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbruck
2016	—	`conf`	Steering a predator robot using a mixed frame/event-driven convolutional neural network. EBCCSP Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Daniel Neil, Dermot Kerr, Tobi Delbrück
2015	J	`jnl`	A Neuromorphic Event-Based Neural Recording System for Smart Brain-Machine-Interfaces. IEEE Trans. Biomed. Circuits Syst. Federico Corradi, Giacomo Indiveri
2015	C	`conf`	Decision making and perceptual bistability in spike-based neuromorphic VLSI systems. ISCAS Federico Corradi, Hongzhi You, Massimiliano Giulioni, Giacomo Indiveri
2015	J	`jnl`	Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems. CoRR Massimiliano Giulioni, Federico Corradi, Vittorio Dante, Paolo Del Giudice
2014	C	`conf`	A hybrid analog/digital Spike-Timing Dependent Plasticity learning circuit for neuromorphic VLSI multi-neuron architectures. ISCAS Hesham Mostafa, Federico Corradi, Fabio Stefanini, Giacomo Indiveri
2014	—	`conf`	A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI. BioCAS Elisa Donati, Federico Corradi, Cesare Stefanini, Giacomo Indiveri
2014	C	`conf`	Mapping arbitrary mathematical functions and dynamical systems to neuromorphic VLSI circuits for spike-based neural computation. ISCAS Federico Corradi, Chris Eliasmith, Giacomo Indiveri
2014	—	`conf`	Toward neuromorphic intelligent brain-machine interfaces: An event-based neural recording and processing system. BioCAS Federico Corradi, David Bontrager, Giacomo Indiveri
2014	J	`jnl`	Towards a Neuromorphic Vestibular System. IEEE Trans. Biomed. Circuits Syst. Federico Corradi, Davide Zambrano, Marco Raglianti, Giovanni Passetti, Cecilia Laschi, Giacomo Indiveri
2013	—	`conf`	Automated synthesis of asynchronous event-based interfaces for neuromorphic systems. ECCTD Hesham Mostafa, Federico Corradi, Marc Osswald, Giacomo Indiveri
2013	—	`conf`	Implementation of a neuromorphic vestibular sensor with analog VLSI neurons. BioCAS Giovanni Passetti, Federico Corradi, Marco Raglianti, Davide Zambrano, Cecilia Laschi, Giacomo Indiveri
2012	—	`conf`	Learning to recognize visual stimuli in neuromorphic VLSI. BioCAS Federico Corradi, Massimiliano Giulioni