Publications of Douglas Eck
2003
| , , and , Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets (2003), in: Neural Networks, 16:2 |
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2002
| and , A First Look at Music Composition using LSTM Recurrent Neural Networks, IDSIA, number IDSIA-07-02, 2002 |
| , , and , DEKF-LSTM, in: Proceedings of the 10th European Symposium on Artificial Neural Networks, ESANN 2002, 2002 |
| , Finding Downbeats with a Relaxation Oscillator (2002), in: Psychol. Research, 66:1(18--25) |
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| and , Finding Temporal Structure in Music: Blues Improvisation with LSTM Recurrent Networks, in: Neural Networks for Signal Processing XII, Proceedings of the 2002 IEEE Workshop, pages 747--756, IEEE, 2002 |
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| , , and , Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 1055--1060, Springer, 2002 |
| , , and , Learning Context Sensitive Languages with LSTM Trained with Kalman Filters, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 655--660, Springer, 2002 |
| , and , Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM (2002), in: Neural Computation, 14:9(2039--2041) |
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| and , Learning The Long-Term Structure of the Blues, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 284--289, Springer, 2002 |
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| , Real-Time Musical Beat Induction with Spiking Neural Networks, IDSIA, number IDSIA-22-02, 2002 |
2001
| , A Network of Relaxation Oscillators that Finds Downbeats in Rhythms, in: {Artificial Neural Networks -- ICANN 2001 (Proceedings)}, pages 1239--1247, Springer, 2001 |
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| , A Network of Relaxation Oscillators that Finds Downbeats in Rhythms, IDSIA, number IDSIA-06-01, 2001 |
| , A Positive-Evidence Model for Rhythmical Beat Induction (2001), in: Journal of New Music Research, 30:2(187--200) |
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| , and , Applying LSTM to Time Series Predictable Through Time-Window Approaches, in: {Artificial Neural Networks -- ICANN 2001 (Proceedings)}, pages 669--676, Springer, 2001 |
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2000
| , A Positive-Evidence Model for Classifying Rhythmical Patterns, IDSIA, number IDSIA-09-00, 2000 |
| , and , Applying LSTM to Time Series Predictable Through Time-Window Approaches, IDSIA, number IDSIA-22-00, 2000 |
| , and , Dynamics and Embodiment in Beat Induction, in: {Rhythm Perception and Production}, pages 157--170, Swets and Zeitlinger, 2000 |
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| , Meter Through Synchrony: Processing Rhythmical Patterns with Relaxation Oscillators, Indiana University, Bloomington, IN, www.idsia.ch/\-\~{}doug/\-publications.html, 2000 |
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| , Tracking Rhythms with a Relaxation Oscillator, IDSIA, number IDSIA-10-00, 2000 |
1999
| and , An Exploration of Representational Complexity via Coupled Oscillators, in: {Proceedings of the Tenth Midwest Artificial Intelligence and Cognitive Science Society}, MIT Press, 1999 |
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| , Learning Simple Metrical Preferences in a Network of Fitzhugh-Nagumo Oscillators, in: {The Proceedings of the Twenty-First Annual Conference of the Cognitive Science Society}, Lawrence Erlbaum Associates, 1999 |
| , and , Meter as Mechanism: A Neural Network Model that Learns Metrical patterns (1999), in: Connection Science, 11:2(187--216) |
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1996
| , and , Meter as Mechanism A Neural Network that Learns Metrical Patterns, Indiana University Cognitive Science Program, number 180, 1996 |
