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CIS
2005
Springer
16 years 11 days ago
Training Multi-layer Perceptrons Using MiniMin Approach
Abstract. Multi-layer perceptrons (MLPs) have been widely used in classification and regression task. How to improve the training speed of MLPs has been an interesting field of res...
Liefeng Bo, Ling Wang, Licheng Jiao
ICANN
2005
Springer
16 years 10 days ago
Classifying Unprompted Speech by Retraining LSTM Nets
Abstract. We apply Long Short-Term Memory (LSTM) recurrent neural networks to a large corpus of unprompted speech- the German part of the VERBMOBIL corpus. Training first on a fra...
Nicole Beringer, Alex Graves, Florian Schiel, J&uu...
ISPA
2004
Springer
16 years 5 days ago
An Inspector-Executor Algorithm for Irregular Assignment Parallelization
Abstract. A loop with irregular assignment computations contains loopcarried output data dependences that can only be detected at run-time. In this paper, a load-balanced method ba...
Manuel Arenaz, Juan Touriño, Ramon Doallo
199
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PET
2004
Springer
16 years 5 days ago
Language-Based Enforcement of Privacy Policies
Abstract. We develop a language-based approach for modeling and verifying aspects of privacy policies. Our approach relies on information-flow control. Concretely, we use the prog...
Katia Hayati, Martín Abadi
HCI
2007
15 years 8 months ago
Kalman Filtering in the Design of Eye-Gaze-Guided Computer Interfaces
Abstract. In this paper, we design an Attention Focus Kalman Filter (AFKF) a framework that offers interaction capabilities by constructing an eyemovement language, provides real-t...
Oleg Komogortsev, Javed I. Khan