Results 11 to 20 of about 27,084,584 (305)

Efficient Spike-Driven Learning With Dendritic Event-Based Processing [PDF]

Frontiers in Neuroscience, 2021
A critical challenge in neuromorphic computing is to present computationally efficient algorithms of learning. When implementing gradient-based learning, error information must be routed through the network, such that each neuron knows its contribution ...
Shuangming Yang, Tian Gao, Jiang Wang, Bin Deng, Benjamin Lansdell, Bernabe Linares-Barranco   +5 more
doaj   +2 more sources

Static Analysis for Event-Based XML Processing [PDF]

BRICS Report Series, 2006
Event-based processing of XML data - as exemplified by the popular SAX framework - is a powerful alternative to using W3C's DOM or similar tree-based APIs. The event-based approach is particularly superior when processing large XML documents in a streaming fashion with minimal memory consumption.<br /> <br />This paper discusses challenges ...
Møller, Anders
openaire   +4 more sources

High-Throughput Asynchronous Convolutions for High-Resolution Event-Cameras [PDF]

, 2022
Event cameras are promising sensors for on-line and real-time vision tasks due to their high temporal resolution, low latency, and redundant static data elimination. Many vision algorithms use some form of spatial convolution (i.e.
Leandro de Souza Rosa, Arren Glover, Chiara Bartolozzi, Aiko Dinale, Simeon Bamford, Dinale A., de Souza Rosa L., Bamford S., Bartolozzi C., Glover A.   +9 more
core   +2 more sources

Event-Based Feature Extraction Using Adaptive Selection Thresholds

Sensors, 2020
Unsupervised feature extraction algorithms form one of the most important building blocks in machine learning systems. These algorithms are often adapted to the event-based domain to perform online learning in neuromorphic hardware. However, not designed
Saeed Afshar, Nicholas Ralph, Ying Xu, Jonathan Tapson, André van Schaik, Gregory Cohen   +5 more
doaj   +1 more source

Event-based modeling and processing of digital media [PDF]

Proceedings of the 1st international workshop on Computer vision meets databases, 2004
Capture, processing, and assimilation of digital media-based information such as video, images, or audio requires a unified framework within which signal processing techniques and data modeling and retrieval approaches can act and interact. In this paper we present the rudiments of such a framework based on the notion of "events". This framework serves
Rahul Singh, Zhao Li, Pilho Kim, Derik Pack, Ramesh C. Jain   +4 more
openaire   +2 more sources

A Spike-Based Neuromorphic Architecture of Stereo Vision

Frontiers in Neurorobotics, 2020
The problem of finding stereo correspondences in binocular vision is solved effortlessly in nature and yet it is still a critical bottleneck for artificial machine vision systems.
Nicoletta Risi, Alessandro Aimar, Elisa Donati, Sergio Solinas, Giacomo Indiveri   +4 more
doaj   +1 more source

An event-based empirical process analysis framework [PDF]

Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2010
The engineering of complex software-intensive systems, like industrial production plants, requires software engineering to coordinate and interact with other engineering disciplines. Project and quality managers need empirical study results to improve system quality, e.g., from process analysis of engineering process event sequences.
Wikan Danar Sunindyo, Stefan Biffl, Richard Mordinyi, Thomas Moser, Alexander Schatten, Mohammed Tabatabai Irani, Dindin Wahyudin, Edgar R. Weippl, Dietmar Winkler 0001   +8 more
openaire   +2 more sources

Event-based PID control in a flexible manufacturing process

2022 26th International Conference on System Theory, Control and Computing (ICSTCC), 2022
In most cases, the system control is made in a sampled manner, measuring the controlled value at a predefined frequency given by the sampling time. However, not all processes provide relevant information at regular intervals, especially in manufacturing. To reduce the costs and complexity of systems, event-based measuring is necessary.
Octavian Duca, Eugenia Minca, Adrian Filipescu, Razvan Solea, Daniela Cernega, Marius Paun 0001   +5 more
openaire   +2 more sources

Efficient human attention detection based on intelligent complex event processing

, 2022
S.379-380In this paper we present a demo for efficient detecting of visitor's attention in museum environment based on the application of intelligent complex event processing technologies.
Stojanovic, L., Xu, Y., Schuchert, Tobias, Stojanovic, N.   +3 more
core   +1 more source

Multisensory processing in event-based prospective memory [PDF]

Acta Psychologica, 2019
Failures in prospective memory (PM) - that is, the failure to remember intended future actions - can have adverse consequences. It is therefore important to study those processes that may help to minimize such cognitive failures. Although multisensory integration has been shown to enhance a wide variety of behaviors, including perception, learning, and
Barutchu, A, Sahu, A, Humphreys, G, Spence, C   +3 more
openaire   +3 more sources