• The University of Western Australia (M017), 35 Stirling Highway,

    6009 Perth

    Australia

  • 45 Citations
  • 4 h-Index
20102020
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Fingerprint Dive into the research topics where Debora Correa is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 4 Similar Profiles
Computer music Engineering & Materials Science
Complex networks Engineering & Materials Science
Information retrieval Engineering & Materials Science
Time series Engineering & Materials Science
Neural networks Engineering & Materials Science
Complex Networks Mathematics
Compression Mathematics
Markov processes Engineering & Materials Science

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Research Output 2010 2019

  • 45 Citations
  • 4 h-Index
  • 10 Conference paper
  • 7 Article
52 Downloads (Pure)

Consistency in echo-state networks

Lymburn, T. M., Khor, A. J., Stemler, T., Correa, D., Small, M. & Jungling, T., 11 Feb 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 2, p. 1-9 9 p., 023118.

Research output: Contribution to journalArticle

Open Access
File
Echo State Network
Nonlinear systems
echoes
Synchronization
Neural networks
12 Downloads (Pure)

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing

Jüngling, T., Lymburn, T., Stemler, T., Corrêa, D., Walker, D. & Small, M., 1 May 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8702137. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
dynamical systems
modularity
echoes
oscillators
output
11 Citations (Scopus)

Designing architectures of convolutional neural networks to solve practical problems

Ferreira, M. D., Corrêa, D. C., Nonato, L. G. & de Mello, R. F., 15 Mar 2018, In : Expert Systems with Applications. 94, p. 205-217 13 p.

Research output: Contribution to journalArticle

Neural networks
Network architecture
Learning algorithms
Neurons
Masks
Determinism
Complex networks
Complex Networks
Time series
Compression
1 Citation (Scopus)
94 Downloads (Pure)

Is Bach's brain a Markov chain? Recurrence quantification to assess Markov order for short, symbolic, musical compositions

Moore, J. M., Corrêa, D. C. & Small, M., 1 Aug 2018, In : Chaos. 28, 8, 085715.

Research output: Contribution to journalArticle

Open Access
File
Recurrence Quantification Analysis
Markov chains
Recurrence
Markov processes
Quantification

Projects 2019 2020