Recurrent Neural Networks With Finite Memory Length

The working of recurrent neural networks has not been well understood to date. The construction of such network models, hence, largely relies on heuristics and intuition. This paper formalizes the notion of “memory length” for recurrent networks and consequently discovers a gen...

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Bibliographic Details
Main Authors: Dingkun Long, Richong Zhang, Yongyi Mao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8598932/