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Some applications of the FGMOS are digital storage element in EPROM, EEPROM and flash memories, neuronal computational element in neural networks, analog storage element, digital potentiometers and single-transistor DACs.
He has researched in the areas of Power Systems Analysis, Network Analysis, Voltage Stability, System Security and Neural Networks.
In neural networks, a hybrid Kohonen self-organizing map is a type of self-organizing map (SOM) named for the Finnish professor Teuvo Kohonen, where the network architecture consists of an input layer fully connected to a 2–D SOM or Kohonen layer.
The Custom Solution Wizard is an optional add-on product that will take a neural network designed within NeuroSolutions and encapsulate it into a dynamic link library (DLL) that conforms to a simple protocol.
He has published work on catastrophic forgetting in neural networks, the Turing test and foundations of cognitive science, the evolution of sex, and categorization and learning in infants, among other topics.
He is notable for early work on automated planning in a blocks world, on semantic networks, on neural networks (and, in particular, the cascade correlation algorithm), on the Dylan programming language, and on Common Lisp (in particular CMU Common Lisp).
In 1994, Hava Siegelmann proved that her new (1991) computational model, the Artificial Recurrent Neural Network (ARNN), could perform hypercomputation (using infinite precision real weights for the synapses).
They showed that networks from both the natural and man-made world, such as the neural network of C. elegans and power grids, exhibit the small-world phenomenon.
Growing Neural Gas, a neural network-like system for vector quantization
Consequently, the model is able to at least partially explain the "small-world" phenomena in a variety of networks, such as the power grid, neural network of C. elegans, and a network of movie actors.