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» Recurrent neural network based language model
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ICEIS
2003
IEEE
15 years 5 months ago
Pattern Based Analysis of Eai Languages - The Case of the Business Modeling Language
Abstract: Enterprise Application Integration (EAI) is a challenging area that is attracting growing attention from the software industry and the research community. A landscape of ...
Petia Wohed, Erik Perjons, Marlon Dumas, Arthur H....
ICANN
2003
Springer
15 years 5 months ago
The Interaction of Recurrent Axon Collateral Networks in the Basal Ganglia
We have proposed that the basal ganglia act as the central switching mechanism for the action selection system of the vertebrate brain. Simulation of our functional model of basal ...
Mark D. Humphries, Tony J. Prescott, Kevin N. Gurn...
ICASSP
2011
IEEE
14 years 3 months ago
Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks
We investigate classification of non-linguistic vocalisations with a novel audiovisual approach and Long Short-Term Memory (LSTM) Recurrent Neural Networks as highly successful d...
Florian Eyben, Stavros Petridis, Björn Schull...
ESANN
2008
15 years 1 months ago
Simulation of a recurrent neurointerface with sparse electrical connections
With the technical development of multi-electrode arrays, the monitoring of many individual neurons has become feasible. However, for practical use of those arrays as bidirectional...
Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana...
ESANN
2004
15 years 1 months ago
Neural dynamics for task-oriented grouping of communicating agents
Abstract. Many real world problems are given in the form of multiple measurements comprising local descriptions or tasks. We propose that a dynamical organization of a population o...
Jochen J. Steil