Kohonen, Teuvo

name

• Kohonen, Teuvo

Authored works

• A class of randomly organized associative memories
• A model of cortical associative memory
• A neural network that emphasizes or suppresses visual objects according to eye movements
• A note on a simple self-organizing process
• A preprocessing transformation for the recognition of two-dimensional patterns shown in different perspectives
• A simple paradigm for the self-organized formation of structured feature maps
• A very fast associative method for the recognition and correction of misspelt words, based on redundant hash addressing
• Adaptation of a linear system to a finite set of patterns occurring in an arbitrarily varying order
• Adaptive, associative, and self-organizing functions in neural computing
• An adaptive associative memory principle
• An analogue device for determination of buckling
• An analogue devise for determination of buckling
• An electrostatic inverter
• Analog associative memories
• Analysis of a simple self-organizing process
• Associative memory : a system-theoretical approach
• Associativnye zapominajuščie ustrojstva
• Automatic coloring of data according to its cluster structure
• Automatic pattern recognition : a challenge to the computer technology
• Boosting the computing power in pattern recognition by unconventional architectures
• Computation of VQ and SOM point densities using the calculus of variations
• Construction of similarity diagrams for phonemes by a self-organizing algorithm
• Content-addressable memories
• Content-addressable memory
• Contextually self-organized maps of Chinese words : Part II
• Contributions to the study lifetimes of positrons in solids
• Depolarization of arbitrarily polarized electrons and positrons in Møller and Bhabha scattering
• Digital circuits and devices
• Dynamically expanding context
• Effect of pulse height selection on time resolution in scintillation counters
• Fast adaptive formation of optimal filters and associative memory in recurrent networks of neuronlike elements
• Fast adaptive formation of orthogonalizing filters and associative memory in recurrent networks of neuron-like elements
• Fast evolutionary learning with batch-type self-organizing maps
• Hierarchical ordering of vectoral data in a self-organizing process
• Introduction of the principle of virtual images in associative memories
• Investigation of a Siegbahn-Slätis beta-ray spectrometer
• Learning vector quantization for pattern recognition
• MATLAB implementations and applications of the self-organizing map
• Median strings
• Modelling of neural associative memory
• Neural networks for speech recognition
• On the accuracy of a nanosecond time-to-amplitude converter
• On the nature of anomalous lifetime components of positrons observed in some solids
• On the theory of proximity prospecting and design of an instrument to detect the depth of an ore deposit
• Organization of scientific research in Finland
• Self-organization and associative memory
• Self-organized formation of generalized topological maps of observations in a physical system
• Self-organizing maps
• Self-organizing maps of symbol strings
• Self-organizing tactile maps
• Selostus matkasta Japaniin 5.11.-19.11.1978
• Selostus matkasta Yhdysvaltoihin aikana 25.10.-13.11.1976
• Storage and processing of information in distributed associative memory systems
• Teknillistieteellisen tutkimuksen asema Suomessa = Technical research policy in Finland : Nordforskin Helsingissä 5.11.1963 pidettyyn yleiskokoukseen laadittu raportti
• The speedy SOM
• Where does the fundamental information processing ability of biological systems come from?

Works contributed to

• A principle of neural associative memory
• A thousand-word recognition system based on the learning subspace method and redundant hash addressing
• Artificial neural networks : proceedings of the 1991 International Conference on Artificial Neural Networks (ICANN-91) Espoo, Finland, 24-28 June, 1991
• Classification of phonemes by learning subspaces
• Clustering and visualization of large protein sequence databases by means of an extension of the self-organizing map
• Large-dictionary, on-line recognition of spoken words
• LVQ_PAK : the learning vector quantization program package
• Self-organized formation of colour maps in a model cortex
• Self-organizing maps
• Self-organizing semantic maps
• SOM_PAK : the self-organizing map program package
• Structures of welfare and poverty in the world discovered by the self-organizing map

Works about Kohonen, Teuvo

• Kutsu kuulemaan sitä julkista esitelmää, jonka Teknillisen korkakoulun teknillisen fysiikan professori Teuvo Kalevi Kohonen pitää virkaanstujaisissaan huhtikuun 13 päivänä 1965