The Hopfield neural network is a recursive network that requires feedback in order to compute its weights in a model of associative memory in that each input learns to be associated with all others in network. From: Calculus of Thought, 2014 ...
In this paper, we examine Hopfield network composed of multi-state neurons for storing sequence data as limit cycles of the network. Earlier, we had presented uni-modal data - particularly text, speech and audio data storage and retrieval in bipolar Hopfield based associative memory architecture. ...
Hopfield presented a simple model to describe the storage of 1-D binary signals in a neural network. In this model, signals are stored in the interconnections between the processing elements and not in the elements themselves. The model is capable of retrieving a stored signal even if presented...
A Neural Network Model of the Recognition of the Familiarity of Number Sequences One component of recognition memory is the recognition of familiarity, where the subject remembers the fact that a particular object or event has been enco... YB Kazanovich - 《Neuroscience & Behavioral Physiology》 ...
Hopfield Network A Hopfield network is a specific type of recurrent artificial neural network based on the research of John Hopfield in the 1980s on associative neural network models. Hopfield networks are associated with the concept of simulating human memory through pattern recognition and storage....
However, even with the great advance of the digital technology, the transversal FIR adaptive filters still present several limitations when required to handle in real time frequencies higher than those in the audio range, or when a relative large number of taps are required. To avoid the ...
In the present paper, an effort has been made for storing and recalling images with Hopfield Neural Network Model of auto-associative memory. Images are st... J Bigün,G Chollet,G Borgefors 被引量: 0发表: 1997年 Audio- and Video-based Biometric Person Authentication: First International Conf...
Audio, language and image processing.vol. 1.Image recognition technique for dot-matrix character on piston surface based on hopfield neural network method. X.P.Xu,X.X.Wang. 2010 International Conference on Audio,Language and Image Processing,Proceedings . 2010...