• ABC

  • Referenced in 299 articles [sw10950]
  • swarms that are able to self-organize. An ant colony, a flock of birds...
  • Neural Network Toolbox

  • Referenced in 178 articles [sw07378]
  • also supports unsupervised learning with self-organizing maps and competitive layers. With the toolbox...
  • Pastry

  • Referenced in 109 articles [sw11775]
  • Pastry is completely decentralized, scalable, and self-organizing; it automatically adapts to the arrival, departure ... scalability and efficiency, its ability to self-organize and adapt to node failures...
  • GTM

  • Referenced in 58 articles [sw39434]
  • principled alternative to the widely used Self-Organizing Map (SOM) of Kohonen (1982), and overcomes...
  • SCRIBE

  • Referenced in 51 articles [sw02434]
  • Internet, and leverages Pastry’s reliability, self-organization and locality properties. Pastry is used...
  • SOM_PAK

  • Referenced in 23 articles [sw15446]
  • self-organizing map program package. The Self-Organizing Map (SOM) represents the result...
  • ART 3

  • Referenced in 27 articles [sw08755]
  • Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures. A model to implement...
  • GenSoFNN

  • Referenced in 9 articles [sw08761]
  • GenSoFNN: a generic self-organizing fuzzy neural network. Existing neural fuzzy (neuro-fuzzy) networks proposed ... first group is essentially fuzzy systems with self-tuning capabilities and requires an initial rule ... fuzzy system is named the generic self-organizing fuzzy neural network (GenSoFNN). The GenSoFNN network...
  • AmoebotSim

  • Referenced in 9 articles [sw37077]
  • amoebot model developed by the Self-Organizing Particle Systems (SOPS) Lab at Arizona State University...
  • GLISSOM

  • Referenced in 6 articles [sw04192]
  • model (Receptive-Field Laterally Interconnected Synergetically Self-Organizing Map; figure 1) [10, 11].RF-LISSOM ... focuses on the two-dimensional topographic organization of the cortex, modeling a cortical area ... initially random or isotropic, and are subsequently organized through an unsupervised Hebbian learning process using ... involved in a realistic map, this self-organization process is very computation and memory intensive...
  • TreeSOM

  • Referenced in 5 articles [sw01963]
  • TreeSOM: cluster analysis in the self-organizing map Clustering problems arise in various domains ... been developed to date. The Kohonen self-organizing map (SOM) is a popular tool that...
  • ESOM-MAP

  • Referenced in 7 articles [sw12044]
  • clustering, visualization, and classification with Emergent Self-Organizing Maps (ESOM). Features include: Training of ESOM...
  • SOMLib

  • Referenced in 3 articles [sw31064]
  • more powerful methods for exploring, searching, and organizing the available mass of information are needed ... foundation we use the Self-Organizing Map to provide content-based clustering of documents ... extended model, i.e. the Growing Hierarchical Self-Organizing Map, we can further detect subject hierarchies ... structural analysis of documents based on Self-Organizing Maps into the subject-based clustering relying...
  • som

  • Referenced in 3 articles [sw21944]
  • package som: Self-Organizing Map. Self-Organizing Map (with application in gene clustering...
  • GasLab

  • Referenced in 5 articles [sw10676]
  • elements. New research projects on chaos, self-organization, adaptive systems, nonlinear dynamics, and artificial life...
  • DatabionicSwarm

  • Referenced in 2 articles [sw39852]
  • package DatabionicSwarm: Swarm Intelligence for Self-Organized Clustering. Algorithms implementing populations of agents that interact ... exhibit emergent behavior such as self-organization and swarm intelligence. Here, a swarm system called ... Ultsch A.: ”Swarm Intelligence for Self-Organized Clustering” (2020), Artificial Intelligence, self-organization and emergence, game theory, swarm intelligence...
  • Predict

  • Referenced in 4 articles [sw13569]
  • prediction and classification problems, and Kohonen Self-Organizing Maps for clustering problems. In addition...
  • Biotope

  • Referenced in 2 articles [sw18796]
  • issues and introduce the characteristic of self-organization. Extending previous research work on self-organizing...
  • somoclu

  • Referenced in 2 articles [sw23271]
  • somoclu: An Efficient Parallel Library for Self-Organizing Maps. somoclu is a massively parallel tool ... training self-organizing maps on large data sets written in C++. It builds on OpenMP...
  • class

  • Referenced in 3 articles [sw19343]
  • nearest neighbour, Learning Vector Quantization and Self-Organizing Maps...