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» Temporal sequence processing using recurrent SOM
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ICRA
2009
IEEE
137views Robotics» more  ICRA 2009»
13 years 12 months ago
Continuous vocal imitation with self-organized vowel spaces in Recurrent Neural Network
Abstract— A continuous vocal imitation system was developed using a computational model that explains the process of phoneme acquisition by infants. Human infants perceive speech...
Hisashi Kanda, Tetsuya Ogata, Toru Takahashi, Kazu...
FLAIRS
2004
13 years 6 months ago
Simulating Biological Motion Perception Using a Recurrent Neural Network
People have the ability to perceive biological motion under conditions of severely limited visual information. If the information is in the form of a point-light motion sequence o...
Roxanne L. Canosa
IEAAIE
2000
Springer
13 years 8 months ago
Modeling of, and Reasoning with Recurrent Events with Imprecise Durations
In this paper we study how the framework of Petri nets can be extended and applied to study recurrent events. We use possibility theory to realistically model temporal properties o...
Stanislav Kurkovsky, Rasiah Loganantharaj
NIPS
2008
13 years 6 months ago
The Recurrent Temporal Restricted Boltzmann Machine
The Temporal Restricted Boltzmann Machine (TRBM) is a probabilistic model for sequences that is able to successfully model (i.e., generate nice-looking samples of) several very hi...
Ilya Sutskever, Geoffrey E. Hinton, Graham W. Tayl...
CIG
2006
IEEE
13 years 11 months ago
Anomaly Detection in Magnetic Motion Capture using a 2-Layer SOM network
— Over recent years, the fall in cost, and increased availability of motion capture equipment has led to an increase in non-specialist companies being able to use motion capture ...
Iain Miller, Stephen McGlinchey, Benoit Chaperot