Results 41 to 50 of about 917,147 (305)
EURASIP Journal on Wireless Communications and Networking, 2019 For wireless sensor networks (WSNs) based on ZigBee technology, the network topology plays an important role for improving the energy efficiency and the network lifetime.
Yang Yu +3 more
doaj +1 more source
Topological Expressivity of ReLU Neural Networks [PDF]
arXiv, 2023 We study the expressivity of ReLU neural networks in the setting of a binary classification problem from a topological perspective. Recently, empirical studies showed that neural networks operate by changing topology, transforming a topologically complicated data set into a topologically simpler one as it passes through the layers.
arxiv
Optimal network topologies for information transmission in active networks [PDF]
, 2008 This work clarifies the relation between network circuit (topology) and behavior (information transmission and synchronization) in active networks, e.g. neural networks.
Baptista, M. S. +2 more
core +5 more sources
Reactive explorers to unravel network topology [PDF]
, 2018 A procedure is developed and tested to recover the distribution of connectivity of an a priori unknown network, by sampling the dynamics of an ensemble made of reactive walkers.
Adam, Ihusan +3 more
core +2 more sources
The Dynamics of Network Topology
Journal of Physics: Conference Series, 2011 Network monitoring is vital to ensure proper network operation over time, and is tightly integrated with all the data intensive processing tasks used by the LHC experiments. In order to build a coherent set of network management services it is very important to collect in near real-time information about the network topology, the main data flows ...
Voicu, Ramiro +5 more
openaire +4 more sources
Predicting criticality and dynamic range in complex networks: effects of topology
, 2010 The collective dynamics of a network of coupled excitable systems in response to an external stimulus depends on the topology of the connections in the network.
Daniel B. Larremore +5 more
core +1 more source
Periodic Neural Activity Induced by Network Complexity [PDF]
, 2006 We study a model for neural activity on the small-world topology of Watts and Strogatz and on the scale-free topology of Barab\'asi and Albert. We find that the topology of the network connections may spontaneously induce periodic neural activity ...
A. D. Araújo +9 more
core +2 more sources
Reconstruction of Directed Networks from Consensus Dynamics [PDF]
, 2013 This paper addresses the problem of identifying the topology of an unknown, weighted, directed network running a consensus dynamics. We propose a methodology to reconstruct the network topology from the dynamic response when the system is stimulated by a
Preciado, Victor M., Shahrampour, Shahin
core +1 more source
Inferring Network Topology from Complex Dynamics
, 2010 Inferring network topology from dynamical observations is a fundamental problem pervading research on complex systems. Here, we present a simple, direct method to infer the structural connection topology of a network, given an observation of one ...
Shandilya, Srinivas Gorur, Timme, Marc
core +1 more source
Topology of the conceptual network of language [PDF]
Physical Review E, 2002 We define two words in a language to be connected if they express similar concepts. The network of connections among the many thousands of words that make up a language is important not only for the study of the structure and evolution of languages, but also for cognitive science.
Partha Dasgupta +4 more
openaire +4 more sources