Relational dynamic memory networks

10 Aug 2018 Trang Pham Truyen Tran Svetha Venkatesh

Neural networks excel in detecting regular patterns but are less successful in representing and manipulating complex data structures, possibly due to the lack of an external memory. This has led to the recent development of a new line of architectures known as Memory-Augmented Neural Networks (MANNs), each of which consists of a neural network that interacts with an external memory matrix... (read more)

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METHOD TYPE
Softmax
Output Functions
GRU
Recurrent Neural Networks
Dynamic Memory Network
Working Memory Models
Memory Network
Working Memory Models