research
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07/14/2020
Modeling Financial Time Series using LSTM with Trainable Initial Hidden States
Extracting previously unknown patterns and information in time series is...
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04/05/2019
A Neurorobotics Approach to Investigating the Emergence of Communication in Robots
This paper introduces our approach to building a robot with communicatio...
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05/15/2018
A Dynamic Neural Network Approach to Generating Robot's Novel Actions: A Simulation Experiment
In this study, we investigate how a robot can generate novel and creativ...
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06/08/2017
Predictive Coding-based Deep Dynamic Neural Network for Visuomotor Learning
This study presents a dynamic neural network model based on the predicti...
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06/08/2017