Publication | Closed Access
Discrete-time cellular neural networks for associative memories with learning and forgetting capabilities
79
Citations
6
References
1995
Year
Associative MemoriesEngineeringMachine LearningNeural Networks (Machine Learning)Recurrent Neural NetworkSocial SciencesSynthesis ProcedureMemoryAdaptive MemoryNetworksComputer EngineeringForgetting CapabilitiesNeural Networks (Computational Neuroscience)Computer ScienceCellular Neural NetworkComputational NeuroscienceAssociative Memory (Psychology)Neuronal NetworkNeuroscienceBrain-like Computing
A synthesis procedure for associative memories using Discrete-Time Cellular Neural Networks (DTCNN's) with learning and forgetting capabilities is presented. The proposed design technique generates networks with the capability of learning new patterns and forgetting old ones without recomputing the whole interconnection matrix and the input vector.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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