Browsing by Author "Corradi, Federico"
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Publication A 28.2 mu W Neuromorphic Sensing System Featuring SNN-based Near-sensor Computation and Event-Driven Body-Channel Communication for Insertable Cardiac Monitoring
Proceedings paper2021, 17th IEEE Asian Solid-State Circuits Conference (A-SSCC) - Integrated Circuits and Systems for the Connection of Intelligent Things, NOV 07-10, 2021Publication A 28.2 mu W Neuromorphic Sensing System Featuring SNN-based Near-sensor Computation and Event-Driven Body-Channel Communication for Insertable Cardiac Monitoring
Proceedings paper2021, 17th IEEE Asian Solid-State Circuits Conference (A-SSCC) - Integrated Circuits and Systems for the Connection of Intelligent Things, NOV 07-10, 2021Publication A Dynamic Reconfigurable Architecture for Hybrid Spiking and Convolutional FPGA-Based Neural Network Designs
Journal article2021, JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS, (11) 3, p.32Publication Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks
Journal article2021, NATURE MACHINE INTELLIGENCE, (3) 10, p.905-+Publication Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time
Journal article2023, NATURE MACHINE INTELLIGENCE, (5) 5, p.518-527Publication Aircraft Marshaling Signals Dataset of FMCW Radar and Event-Based Camera for Sensor Fusion
Proceedings paper2023, IEEE Radar Conference (RadarConf), MAY 01-05, 2023Publication An Event-driven Recurrent Spiking Neural Network Architecture for Efficient Inference on FPGA
Proceedings paper2022, International Conference on Neuromorphic Systems (ICONS), JUL 27-29, 2022, p.Art. 12Publication An Implantable Neuromorphic Sensing System Featuring Near-Sensor Computation and Send-on-Delta Transmission for Wireless Neural Sensing of Peripheral Nerves
; ;Corradi, Federico; ; ;Timmermans, MartijnJournal article2022, IEEE JOURNAL OF SOLID-STATE CIRCUITS, (57) 10, p.3058-3070Publication Design of Many-Core Big Little mu Brains for Energy-Efficient Embedded Neuromorphic Computing
Proceedings paper2022, 25th Design, Automation and Test in Europe Conference and Exhibition (DATE), MAR 14-23, 2022, p.1011-1016Publication ECG-based heartbeat classification in neuromorphic hardware
Proceedings paper2019, IEEE Internaitonal Joint Conference on Neural Networks (IJCNN), 1/07/2019, p.1-8Publication Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking
Proceedings paper2023, 56th IEEE International Symposium on Circuits and Systems (ISCAS), MAY 21-25, 2023Publication Evolved neuromorphic radar-based altitude controller for an autonomous open-source blimp
Proceedings paper2022, IEEE International Conference on Robotics and Automation (ICRA), MAY 23-27, 2022Publication Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing
Journal article2023, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, (34) 6, p.2869-2881Publication Key Enabling Technologies for Drones
Proceedings paper2020, 23rd Euromicro Conference on Digital System Design (DSD), AUG 26-28, 2020, p.489-496Publication Key technologies for safe and autonomous drones
Journal article2021, MICROPROCESSORS AND MICROSYSTEMS, 87Publication mu Brain: An Event-Driven and Fully Synthesizable Architecture for Spiking Neural Networks
Journal article2021, FRONTIERS IN NEUROSCIENCE, 15Publication Power-accuracy trade-offs for heartbeat classification on neural networks hardware
Journal article2018, Journal of Low Power Electronics, (14) 4, p.508-519Publication Radar-Based Hand Gesture Recognition Using Spiking Neural Networks
Journal article2021, ELECTRONICS, (10) 12, p.1405