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An analysis of Kohonen's self-organizing maps using a system of energy functions
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-642-88163-3openalex-snapshot
Self-Organization and Associative Memory
inferredcites →https://doi.org/10.1007/bf00205972openalex-snapshot
Convergence properties of Kohonen's topology conserving maps: fluctuations, stability, and dimension selection
inferredcites →https://doi.org/10.1007/bf00288907openalex-snapshot
Self-organization of orientation sensitive cells in the striate cortex
inferredcites →https://doi.org/10.1007/bf00317973openalex-snapshot
Analysis of a simple self-organizing process
inferredcites →https://doi.org/10.1007/bf00320480openalex-snapshot
On the stationary state of Kohonen's self-organizing sensory mapping
inferredcites →https://doi.org/10.1007/bf00337288openalex-snapshot
Self-organized formation of topologically correct feature maps
inferredcites →https://doi.org/10.1063/1.36242openalex-snapshot
Topology conserving mappings for learning motor tasks
inferredcites →https://doi.org/10.1073/pnas.79.8.2554openalex-snapshot
Neural networks and physical systems with emergent collective computational abilities.
inferredcites →https://doi.org/10.1109/icnn.1988.23838openalex-snapshot
Kohonen's self-organizing maps: exploring their computational capabilities
inferredcites →https://doi.org/10.1109/ijcnn.1989.118288openalex-snapshot
Self-organisation: a derivation from first principles of a class of learning algorithms
inferredcites →https://doi.org/10.1109/ijcnn.1989.118299openalex-snapshot
A self-organizing neural network for classifying sequences
inferredcites →https://doi.org/10.2307/1573081openalex-snapshot
Pattern Classification and Scene Analysis
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/scj.4690240508openalex-snapshot
Quantitative properties of Kohonen's self‐organizing maps as adaptive vector quantizers
inferred← citeshttps://doi.org/10.1007/11811305_71openalex-snapshot
A Comparative Study on Text Clustering Methods
inferred← citeshttps://doi.org/10.1007/3-540-58325-4_174openalex-snapshot
Analysis of the convergency of topology preserving neural networks on learning
inferred← citeshttps://doi.org/10.1007/978-1-4612-0719-1_2openalex-snapshot
Stability of Self-Organizing Processes
inferred← citeshttps://doi.org/10.1007/978-3-030-01421-6_41openalex-snapshot
An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities
inferred← citeshttps://doi.org/10.1007/978-3-540-69731-2_1openalex-snapshot
Input Signals Normalization in Kohonen Neural Networks
inferred← citeshttps://doi.org/10.1007/978-3-642-56927-2_10openalex-snapshot
An Overview of SOM Literature
inferred← citeshttps://doi.org/10.1007/978-3-642-60187-3_4openalex-snapshot
Clustering and Neural Network Approaches
inferred← citeshttps://doi.org/10.1007/978-3-642-72253-0_37openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-642-97610-0_9openalex-snapshot
An Overview of SOM Literature
inferred← citeshttps://doi.org/10.1007/978-3-7091-2668-4_5openalex-snapshot
Simultaneous Visualization and Clustering Methods as an Alternative to Kohonen Maps
inferred← citeshttps://doi.org/10.1007/bf00201801openalex-snapshot
Self-organizing maps: ordering, convergence properties and energy functions
inferred← citeshttps://doi.org/10.1007/bf00238739openalex-snapshot
Transition times in self-organizing maps
inferred← citeshttps://doi.org/10.1007/s004220050305openalex-snapshot
Analyzing phase transitions in high-dimensional self-organizing maps
inferred← citeshttps://doi.org/10.1007/s00521-019-04028-9openalex-snapshot
An energy-based SOM model not requiring periodic boundary conditions
inferred← citeshttps://doi.org/10.1016/0893-6080(94)90090-6openalex-snapshot
Self-organization of a one-dimensional Kohonen network with quantized weights and inputs
inferred← citeshttps://doi.org/10.1016/0925-2312(95)00116-6openalex-snapshot
Approximate geometry representations and sensory fusion
inferred← citeshttps://doi.org/10.1016/b978-0-444-89178-5.50003-8openalex-snapshot
SELF-ORGANIZING MAPS: OPHMIZATION APPROACHES
inferred← citeshttps://doi.org/10.1016/b978-044450270-4/50024-3openalex-snapshot
Energy functions for self-organizing maps
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2010.11.002openalex-snapshot
Self-Organizing Maps applied to ecological sciences
inferred← citeshttps://doi.org/10.1016/j.mcm.2006.04.004openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.neucom.2010.08.016openalex-snapshot
Local matrix adaptation in topographic neural maps
inferred← citeshttps://doi.org/10.1016/j.neunet.2006.11.006openalex-snapshot
Concerning the differentiability of the energy function in vector quantization algorithms
inferred← citeshttps://doi.org/10.1016/s0004-3702(99)00093-4openalex-snapshot
Conformality in the self-organization network
inferred← citeshttps://doi.org/10.1016/s0031-3203(00)00167-9openalex-snapshot
Smoothly distributed fuzzy c-means: a new self-organizing map
inferred← citeshttps://doi.org/10.1016/s0167-9236(03)00035-6openalex-snapshot
Unsupervised clustering for nontextual web document classification
inferred← citeshttps://doi.org/10.1016/s0893-6080(00)00046-0openalex-snapshot
Convergence property of topographic mapping formation from cell layer to cell layer through correlation learning rule
inferred← citeshttps://doi.org/10.1016/s0925-2312(00)00292-7openalex-snapshot
On quantization error of self-organizing map network
inferred← citeshttps://doi.org/10.1016/s1383-8121(01)80019-1openalex-snapshot
Chapter 16 Topologically ordered neural networks
inferred← citeshttps://doi.org/10.1016/s1473-3099(20)30327-3openalex-snapshot
The value of antimicrobial peptides in the age of resistance
inferred← citeshttps://doi.org/10.1023/a:1018662813803openalex-snapshot
Extended Self Organizing Feature Map: A Tagged Potential Field Approach
inferred← citeshttps://doi.org/10.1088/0954-898x/4/3/006openalex-snapshot
On Kohonen's ordering theorem for one-dimensional self-organized mappings
inferred← citeshttps://doi.org/10.1088/0954-898x/5/3/004openalex-snapshot
A simple elastic model for self-organizing topological mappings
inferred← citeshttps://doi.org/10.1088/0954-898x/8/2/007openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/72.207609openalex-snapshot
Analysis of the convergence properties of topology preserving neural networks
inferred← citeshttps://doi.org/10.1109/72.557657openalex-snapshot
Unsupervised query-based learning of neural networks using selective-attention and self-regulation
inferred← citeshttps://doi.org/10.1109/acc.1995.520968openalex-snapshot
Convergence properties of self-organizing neural networks
inferred← citeshttps://doi.org/10.1109/acc.1997.609149openalex-snapshot
Weight convergence and weight density of the multi-dimensional SOFM algorithm
inferred← citeshttps://doi.org/10.1109/icassp.1995.479703openalex-snapshot
Algorithm for solving bipartite subgraph problem with probabilistic self-organizing learning
inferred← citeshttps://doi.org/10.1109/icnn.1993.298731openalex-snapshot
Error potentials for self-organization
inferred← citeshttps://doi.org/10.1109/icnn.1994.374250openalex-snapshot
Training the self-organizing feature map using hybrids of genetic and Kohonen methods
inferred← citeshttps://doi.org/10.1109/icnn.1994.374254openalex-snapshot
A measure of disorder for the self-organizing map
inferred← citeshttps://doi.org/10.1109/icnn.1995.487821openalex-snapshot
Unsupervised query-based learning algorithm and its application to Kohonen's self-organizing maps
inferred← citeshttps://doi.org/10.1109/icnn.1996.548858openalex-snapshot
Self-organizing neural networks: convergence properties
inferred← citeshttps://doi.org/10.1109/icnn.1996.548889openalex-snapshot
On reconstruction error of Kohonen self-organizing mapping
inferred← citeshttps://doi.org/10.1109/icnn.1997.614127openalex-snapshot
Blind deconvolution by self-organization
inferred← citeshttps://doi.org/10.1109/iconip.2002.1198197openalex-snapshot
Increasing the topological quality of Kohonen's self organising map by using a hit term
inferred← citeshttps://doi.org/10.1109/iscas.1997.608787openalex-snapshot
Convergence properties of SOFM algorithm for vector quantization
inferred← citeshttps://doi.org/10.1109/kes.1998.725925openalex-snapshot
Tagged potential field extension to self-organizing feature maps
inferred← citeshttps://doi.org/10.1109/sipnn.1994.344960openalex-snapshot
Convergence of one-dimensional self-organizing map
inferred← citeshttps://doi.org/10.1109/tnn.2009.2013708openalex-snapshot
Model-Based Clustering by Probabilistic Self-Organizing Maps
inferred← citeshttps://doi.org/10.1109/wsom.2017.8020018openalex-snapshot
An energy-based SOM model not requiring periodic boundary conditions
inferred← citeshttps://doi.org/10.1162/089976601300014475openalex-snapshot
Auto-SOM: Recursive Parameter Estimation for Guidance of Self-Organizing Feature Maps
inferred← citeshttps://doi.org/10.1214/aoap/1035463330openalex-snapshot
A self-organizing cluster process
inferred← citeshttps://doi.org/10.14264/105922openalex-snapshot
A hybrid learning system with a hierarchical architecture for pattern classification
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