Self-organization of in vitro neuronal assemblies drives to complex network topology
Activity-dependent self-organization plays an important role in the formation of specific and stereotyped connectivity patterns in neural circuits. By combining neuronal cultures, tools with approaches from network neuroscience and information theory, we
Priscila C. Antonello +5 more
semanticscholar +1 more source
Topology Duration Optimization for UAV Swarm Network under the System Performance Constraint
Network topology construction plays an important role in the application of large-scale unmanned aerial vehicle (UAV) swarm. Current researches usually perform the topology construction in terms of criteria of nodes energy consumption, transmission delay
Rui Zhou +4 more
doaj +1 more source
Research on Energy-Aware Topology Strategy Based on Wireless Sensor in Internet of Things [PDF]
Since the finitude of hardware and network dynamic limit the bandwidth based on wireless sensor in the wireless internet of things (IOT), it is difficult to obtain the network topology information accurately and timely.
XueFei Tang, XinZheng Niu, Shahzad Ali
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Performance Evaluation of Beacon-Enabled Mode for IEEE 802.15.4 Wireless Sensor Network
IEEE 802.15.5 standard support structure of star and peer-to-peer network formation. Strating from these, the cluster tree network can be built as a special case of peer-to-peer network to increse coverage area.
M. Udin Harun Al Rasyid +2 more
doaj +3 more sources
Topological learning for brain networks [PDF]
AbstractThis paper proposes a novel topological learning framework that can integrate networks of different sizes and topology through persistent homology. This is possible through the introduction of a new topological loss function that enables such challenging task. The use of the proposed loss function bypasses the intrinsic computational bottleneck
Songdechakraiwut, Tananun, Chung, Moo K.
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Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization [PDF]
In decentralized optimization, nodes cooperate to minimize an overall objective function that is the sum (or average) of per-node private objective functions. Algorithms interleave local computations with communication among all or a subset of the nodes.
A. Nedić +2 more
semanticscholar +1 more source
Novel Online Dimensionality Reduction Method with Improved Topology Representing and Radial Basis Function Networks. [PDF]
This paper presents improvements to the conventional Topology Representing Network to build more appropriate topology relationships. Based on this improved Topology Representing Network, we propose a novel method for online dimensionality reduction that ...
Shengqiao Ni +3 more
doaj +1 more source
Network Topology Inference Based on Subset Structure Fusion
Network topology measurement is an important component in network research. Network tomography is able to accurately infer network topology by using end-to-end measurement without cooperation of internal routers.
Jian Ye +3 more
doaj +1 more source
The reservoir network: A new network topology for district heating and cooling
Thermal district networks are effective solutions to substitute fossil fuels with renewable energy sources for heating and cooling. Moreover, thermal networking of buildings allows energy efficiency to be further increased.
T. Sommer +5 more
semanticscholar +1 more source
Networks, topology and dynamics [PDF]
Interest in network analysis has grown in recent years. Many social, economic and financial systems with large numbers of interacting agents can be conveniently described by a network. In the last decade, new theories have been developed to highlight the topological properties of network architectures, despite their apparent randomness.
Torriero, Anna, Stefani, Silvana
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