Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Werner Van Leekwijck"'
Publikováno v:
Frontiers in Big Data, Vol 7 (2024)
IntroductionHyperdimensional Computing (HDC) is a brain-inspired and lightweight machine learning method. It has received significant attention in the literature as a candidate to be applied in the wearable Internet of Things, near-sensor artificial
Externí odkaz:
https://doaj.org/article/8966aafd8d4642248467e3c5494cfa31
Publikováno v:
Frontiers in Neuroscience, Vol 18 (2024)
Spiking neural network (SNN) distinguish themselves from artificial neural network (ANN) because of their inherent temporal processing and spike-based computations, enabling a power-efficient implementation in neuromorphic hardware. In this study, we
Externí odkaz:
https://doaj.org/article/624dbb4adfe846878f52a87d5899a778
Publikováno v:
Frontiers in Neuroscience, Vol 16 (2022)
A liquid state machine (LSM) is a biologically plausible model of a cortical microcircuit. It exists of a random, sparse reservoir of recurrently connected spiking neurons with fixed synapses and a trainable readout layer. The LSM exhibits low traini
Externí odkaz:
https://doaj.org/article/bf13ca09ba91412487a106315593b9d1
Autor:
Pedro H. J. Nardelli, Pedro E. Goria Silva, Harun Siljak, Dick Carrillo Melgarejo, Merim Dzaferagic, Walid Saad, Renan Cipriano Moioli, Amin Hekmatmanesh, Michael Taynnan Barros, Werner Van Leekwijck, Steven Latre, Arthur Sousa de Sena
Publikováno v:
IEEE Communications Surveys & Tutorials
IEEE communications surveys & tutorials
IEEE communications surveys & tutorials
This paper presents the first comprehensive tutorial on a promising research field located at the frontier of two well-established domains, neurosciences and wireless communications, motivated by the ongoing efforts to define the Sixth Generation of
Publikováno v:
Electronics
Volume 10
Issue 12
Electronics, Vol 10, Iss 1405, p 1405 (2021)
Electronics (Basel)
Volume 10
Issue 12
Electronics, Vol 10, Iss 1405, p 1405 (2021)
Electronics (Basel)
We propose a spiking neural network (SNN) approach for radar-based hand gesture recognition (HGR), using frequency modulated continuous wave (FMCW) millimeter-wave radar. After pre-processing the range-Doppler or micro-Doppler radar signal, we use a
Autor:
Maxim Claeys, Danny De Vleeschauwer, Steven Latre, Niels Bouten, Filip De Turck, Werner Van Leekwijck
Publikováno v:
IEEE transactions on network and service management
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
Recently, Video-on-Demand (VoD) streaming services like Netflix and Hulu have gained a lot of popularity. This has led to a strong increase in bandwidth capacity requirements in the network. To reduce this network load, the design of appropriate cach
Publikováno v:
CONNECTION SCIENCE
Connection science : a journal of neural computing, artificial intelligence and cognitive research
Connection science : a journal of neural computing, artificial intelligence and cognitive research
In recent years, HTTP (Hypertext Transfer Protocol) adaptive streaming (HAS) has become the de facto standard for adaptive video streaming services. A HAS video consists of multiple segments, encoded at multiple quality levels. State-of-the-art HAS c
Autor:
Wim Van de Meerssche, Koen De Schepper, Filip De Turck, Steven Latre, Bart De Vleeschauwer, Werner Van Leekwijck, Niels Bouten
Publikováno v:
Journal of Network and Systems Management. 21:677-706
Over-The-Top (OTT) video services are becoming more and more important in today's broadband access networks. While original OTT services only offered short duration medium quality videos, more recently, premium content such as high definition full fe
Autor:
Maxim Claeys, Niels Bouten, Danny De Vleeschauwer, Koen De Schepper, Werner Van Leekwijck, Steven Latre, Filip De Turck
Publikováno v:
International Conference on Network and Service Management : [proceedings]
Video streaming services have continuously gained popularity over the last decades, accounting for about 70% of all consumer Internet traffic in 2016. All of these video streaming sessions have strict delivery deadlines in order to avoid playout inte
Publikováno v:
Bell Labs Technical Journal. 16:25-41
HTTP adaptive streaming (HAS) is rapidly evolving into a key video delivery technology, supported by implementations from Microsoft, Apple, and Adobe, and actively pursued by standardization organizations. Using segments in multiple video qualities,