Real-time ultra-low power ECG anomaly detection using an event-driven neuromorphic processor

13 November 2019

Papers citing "Real-time ultra-low power ECG anomaly detection using an event-driven neuromorphic processor"

18 / 18 papers shown

Title
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 57 0 0 12 Mar 2025
Degree-Conscious Spiking Graph for Cross-Domain Adaptation Yingxu Wang Mengzhu Wang Siwei Liu Shangsong Liang Nan Yin James Kwok 31 3 0 09 Oct 2024
Baseline Drift Tolerant Signal Encoding for ECG Classification with Deep Learning Robert O Shea Prabodh Katti Bipin Rajendran 20 1 0 26 Apr 2024
Synchronized Stepwise Control of Firing and Learning Thresholds in a Spiking Randomly Connected Neural Network toward Hardware Implementation K. Nomura Y. Nishi 18 1 0 26 Apr 2024
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping S. Chevtchenko E. Rocha M. C. M. D. Santos Ricardo. L. Mota Diego. M. Vieira Ermeson Carneiro De Andrade Danilo Ricardo Barbosa de Araújo 11 9 0 28 Jul 2023
Gradient-descent hardware-aware training and deployment for mixed-signal Neuromorphic processors Uğurcan Cakal Maryada Chenxi Wu I. Ulusoy Dylan R. Muir 16 6 0 14 Mar 2023
Learning Reservoir Dynamics with Temporal Self-Modulation Yusuke Sakemi S. Nobukawa Toshitaka Matsuki Takashi Morie Kazuyuki Aihara 19 6 0 23 Jan 2023
NET-TEN: a silicon neuromorphic network for low-latency detection of seizures in local field potentials Margherita Ronchini Yasser Rezaeiyan M. Zamani G. Panuccio F. Moradi 18 8 0 19 Oct 2022
Training Spiking Neural Networks Using Lessons From Deep Learning Jason Eshraghian Max Ward Emre Neftci Xinxin Wang Gregor Lenz Girish Dwivedi Bennamoun Doo Seok Jeong Wei D. Lu 19 428 0 27 Sep 2021
Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses Mattias Nilsson F. Liwicki Fredrik Sandin 13 2 0 10 Jun 2021
Network insensitivity to parameter noise via adversarial regularization Julian Büchel F. Faber Dylan R. Muir AAML 19 6 0 09 Jun 2021
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence Charlotte Frenkel D. Bol Giacomo Indiveri 23 33 0 02 Jun 2021
Neuromorphic Computing is Turing-Complete Prasanna Date Catherine D. Schuman Bill Kay T. Potok 17 20 0 28 Apr 2021
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG M. Sharifshazileh K. Burelo J. Sarnthein Giacomo Indiveri 27 91 0 23 Sep 2020
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications M. R. Azghadi C. Lammie Jason Eshraghian Melika Payvand Elisa Donati B. Linares-Barranco Giacomo Indiveri 22 139 0 11 Jul 2020
Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence Arianna Rubino Can Livanelioglu Ning Qiao Melika Payvand Giacomo Indiveri 35 65 0 25 Jun 2020
Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time Yusuke Sakemi K. Morino T. Leleu Kazuyuki Aihara 15 19 0 11 Jun 2020
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems Elisabetta Chicca Giacomo Indiveri 27 66 0 11 Dec 2019