If you made any changes in Pure these will be visible here soon.

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.

  • 5 Similar Profiles
Computer music Engineering & Materials Science
Complex networks Engineering & Materials Science
Time series Engineering & Materials Science
Information retrieval Engineering & Materials Science
Neural networks Engineering & Materials Science
Complex Networks Mathematics
Recurrence Mathematics
Recurrence Quantification Analysis Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2019

  • 64 Citations
  • 5 h-Index
  • 10 Conference paper
  • 8 Article
5 Citations (Scopus)
273 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
Echo State Network
Nonlinear systems
Neural networks
254 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
dynamical systems

The reliability of recurrence network analysis is influenced by the observability properties of the recorded time series

Portes, L. L., Montanari, A. N., Correa, D. C., Small, M. & Aguirre, L. A., 1 Aug 2019, In : Chaos. 29, 8, 083101.

Research output: Contribution to journalArticle

Open Access
network analysis
Network Analysis
Electric network analysis
15 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
42 Downloads (Pure)
Open Access
Complex networks
Complex Networks
Time series

Projects 2019 2022