• 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...