Zobrazeno 1 - 10
of 98
pro vyhledávání: '"Chiara Bartolozzi"'
Autor:
Simon F. Müller-Cleve, Fernando M. Quintana, Vittorio Fra, Pedro L. Galindo, Fernando Perez-Peña, Gianvito Urgese, Chiara Bartolozzi
Publikováno v:
SoftwareX, Vol 27, Iss , Pp 101759- (2024)
Neuromorphic computing relies on event-based, energy-efficient communication, inherently implying the need for conversion between real-valued (sensory) data and binary, sparse spiking representation. This is usually accomplished by using the real-val
Externí odkaz:
https://doaj.org/article/660863bb39ad4f84ad6ea9f6bf0254ef
Autor:
Giulia D’Angelo, Chiara Bartolozzi
Publikováno v:
BMJ Open Ophthalmology, Vol 9, Iss Suppl 1 (2024)
Externí odkaz:
https://doaj.org/article/b9e98c5f572946a5b83aaa7b23b5bc23
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 31, Pp 3035-3046 (2023)
We propose a neuromorphic framework to process the activity of human spinal motor neurons for movement intention recognition. This framework is integrated into a non-invasive interface that decodes the activity of motor neurons innervating intrinsic
Externí odkaz:
https://doaj.org/article/0dca4434ace3441b96c6c34b7982d4e9
Autor:
Suman Ghosh, Giulia D’Angelo, Arren Glover, Massimiliano Iacono, Ernst Niebur, Chiara Bartolozzi
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-14 (2022)
Abstract To interact with its environment, a robot working in 3D space needs to organise its visual input in terms of objects or their perceptual precursors, proto-objects. Among other visual cues, depth is a submodality used to direct attention to v
Externí odkaz:
https://doaj.org/article/af2fe779bf8942a5951bf10d5c1fdf86
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-14 (2022)
A grand challenge in robotics is realising intelligent agents capable of autonomous interaction with the environment. In this Perspective, the authors discuss the potential, challenges and future direction of research aimed at demonstrating embodied
Externí odkaz:
https://doaj.org/article/6edcc6c1be88469aa7a165615c3aa995
Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware
Autor:
Simon F. Müller-Cleve, Vittorio Fra, Lyes Khacef, Alejandro Pequeño-Zurro, Daniel Klepatsch, Evelina Forno, Diego G. Ivanovich, Shavika Rastogi, Gianvito Urgese, Friedemann Zenke, Chiara Bartolozzi
Publikováno v:
Frontiers in Neuroscience, Vol 16 (2022)
Spatio-temporal pattern recognition is a fundamental ability of the brain which is required for numerous real-world activities. Recent deep learning approaches have reached outstanding accuracies in such tasks, but their implementation on conventiona
Externí odkaz:
https://doaj.org/article/963e9e0870964aecaa8aa10aaefba422
Publikováno v:
Sensors, Vol 23, Iss 7, p 3699 (2023)
Event cameras measure scene changes with high temporal resolutions, making them well-suited for visual motion estimation. The activation of pixels results in an asynchronous stream of digital data (events), which rolls continuously over time without
Externí odkaz:
https://doaj.org/article/8d1fa57329554a589c4b28fa6928e2be
Autor:
Rohit Abraham John, Naveen Tiwari, Muhammad Iszaki Bin Patdillah, Mohit Rameshchandra Kulkarni, Nidhi Tiwari, Joydeep Basu, Sumon Kumar Bose, Ankit, Chan Jun Yu, Amoolya Nirmal, Sujaya Kumar Vishwanath, Chiara Bartolozzi, Arindam Basu, Nripan Mathews
Publikováno v:
Nature Communications, Vol 11, Iss 1, Pp 1-12 (2020)
Sensory information processing in robots relies on a centralized approach with issues of wiring, fault-tolerance and latency. Here, the authors report a decentralized neuromorphic approach with self-healable memristive elements enabling intelligent s
Externí odkaz:
https://doaj.org/article/48dfbd073d654c308d946376094bffd7
Publikováno v:
Neuromorphic Computing and Engineering, Vol 3, Iss 1, p 012001 (2023)
In the brain, information is encoded, transmitted and used to inform behaviour at the level of timing of action potentials distributed over population of neurons. To implement neural-like systems in silico, to emulate neural function, and to interfac
Externí odkaz:
https://doaj.org/article/34251176cb3c49b5ad8bd779b3a00046
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-1 (2022)
Externí odkaz:
https://doaj.org/article/f45b3028a0ba4f0eac6e95d3eaf983fb