Andrea Merello
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View article: Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing
Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing Open
Closed-loop brain stimulation holds potential as personalized treatment for drug-resistant epilepsy (DRE) but still suffers from limitations that result in highly variable efficacy. First, stimulation is typically delivered upon detection …
View article: WiFi based Human Fall and Activity Recognition using Transformer based Encoder Decoder and Graph Neural Networks
WiFi based Human Fall and Activity Recognition using Transformer based Encoder Decoder and Graph Neural Networks Open
Human pose estimation and action recognition have received attention due to their critical roles in healthcare monitoring, rehabilitation, and assistive technologies. In this study, we proposed a novel architecture named Transformer based …
View article: Assessing REALTER simulator: analysis of ocular movements in simulated low-vision conditions with extended reality technology
Assessing REALTER simulator: analysis of ocular movements in simulated low-vision conditions with extended reality technology Open
Immersive technology, such as extended reality, holds promise as a tool for educating ophthalmologists about the effects of low vision and for enhancing visual rehabilitation protocols. However, immersive simulators have not been evaluated…
View article: An 8-bit Single Perceptron Processing Unit for Tiny Machine Learning Applications
An 8-bit Single Perceptron Processing Unit for Tiny Machine Learning Applications Open
We present a tiny MultiLayer Perceptron (MLP) accelerator named Single Perceptron Linear Vector Processor (SPLVP) that aims at extending the capabilities of limited resources MCUs, enabling inference time speedup and main CPU off-load. It …
View article: RoMAT: Robot for Multisensory Analysis and Testing of visual-tactile perceptual functions
RoMAT: Robot for Multisensory Analysis and Testing of visual-tactile perceptual functions Open
The present work aims to introduce a novel robotic platform suitable for investigating perception in multi-sensory motion tasks for individuals with and without sensory and motor disabilities. The system, called RoMAT, allows the study of …
View article: A low-cost stand-alone platform for measuring motor behavior across developmental applications
A low-cost stand-alone platform for measuring motor behavior across developmental applications Open
Motion tracking provides unique insights into motor, cognitive, and social development by capturing subtle variations into how movements are planned and controlled. Here, we present a low-cost, wearable movement measurement platform, KiD, …
View article: A Multi-One Instruction Set Computer for Microcontroller Applications
A Multi-One Instruction Set Computer for Microcontroller Applications Open
This work presents a simple integer-only instruction set architecture and microarchitecture derived from One Instruction Set Computers (OISCs) and embedding multiple execution modes ( ${m}$ OISC), capable of running at a reasonable perform…
View article: The RT-Chair: a Novel Motion Simulator to Measure Vestibular Perception
The RT-Chair: a Novel Motion Simulator to Measure Vestibular Perception Open
Vestibular perception is useful to maintain heading direction and successful spatial navigation. In this study, we present a novel equipment capable of delivering both rotational and translational movements, namely the RT-Chair. The system…