activity
20202026
most citedHardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications

211 citations · 445 across the 18 of their papers we have counts for

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5 papers · 1 filter

cs.ET2024★ 6 cited

Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection

Alessio Carpegna, Chiara De Luca, Federico Emanuele Pozzi +4

Detecting monotonic changes in heart rate (HR) is crucial for early identification of cardiac conditions and health management. This is particularly important for dementia patients…

cs.ET2021

2022 Roadmap on Neuromorphic Computing and Engineering

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco +56

Modern computation based on the von Neumann architecture is today a mature cutting-edge science. In the Von Neumann architecture, processing and memory units are implemented as sep…

cs.ET2021

Neuromorphic Pattern Generation Circuits for Bioelectronic Medicine

Elisa Donati, Renate Krause, Giacomo Indiveri

Chronic diseases can greatly benefit from bioelectronic medicine approaches. Neuromorphic electronic circuits present ideal characteristics for the development of brain-inspired lo…

cs.ET2020★ 175 cited

Adaptive Extreme Edge Computing for Wearable Devices

Erika Covi, Elisa Donati, Hadi Heidari +4

Wearable devices are a fast-growing technology with impact on personal healthcare for both society and economy. Due to the widespread of sensors in pervasive and distributed networ…

cs.ET2020★ 39 cited

Closed-loop spiking control on a neuromorphic processor implemented on the iCub

Jingyue Zhao, Nicoletta Risi, Marco Monforte +3

Despite neuromorphic engineering promises the deployment of low latency, adaptive and low power systems that can lead to the design of truly autonomous artificial agents, the devel…