A neural network model of the dynamics of a short-term memory system in the temporal cortex

1992 ◽  
Vol 23 (4) ◽  
pp. 14-25 ◽  
Author(s):  
Masahiko Morita
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Neural Network Model ◽  
Short Term Memory ◽  
Temporal Cortex ◽  
Memory System ◽  
Short Term ◽  
Term Memory

scholarly journals Supervised Mover's Distance: A simple model for sentence comparison

2018 ◽  
Author(s):  
Muktabh Mayank Srivastava
Keyword(s):  
Neural Network ◽  
Simple Model ◽  
Network Model ◽  
Neural Network Model ◽  
Short Term Memory ◽  
Network Module ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory ◽  
Simple Neural Network

We propose a simple neural network model which can learn relation between sentences by passing their representations obtained from Long Short Term Memory(LSTM) through a Relation Network. The Relation Network module tries to extract similarity between multiple contextual representations obtained from LSTM. Our model is simple to implement, light in terms of parameters and works across multiple supervised sentence comparison tasks. We show good results for the model on two sentence comparison datasets.

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