Nathalia Peixoto

Dr. Nathalia Peixoto

orcid

Research Focus & Metrics

Academic Career Length

26Years (2001-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 February 2014 in Acta Biomaterialia
Verified
Journal Article
Closed access
SMSaugandhika Minnikanti
Saugandhika Minnikanti
GDGuoqing Diao
Guoqing Diao
Joseph  PancrazioJoseph Pancrazio
Joseph Pancrazio
XXXianzong Xie
Xianzong Xie
LRLoren Rieth
Loren Rieth
NPNathalia Peixoto
Nathalia Peixoto

21 November 2013 in Physical Review E
Verified
Journal Article
Closed access
FHFranz Hamilton
Franz Hamilton
TBTyrus Berry
Tyrus Berry
NPNathalia Peixoto
Nathalia Peixoto
TSTimothy Sauer
Timothy Sauer
A nonlinear data assimilation technique is applied to determine and track effective connections between ensembles of cultured spinal cord neurons measured with multielectrode arrays. The method is statistical, depending only on confidence intervals, and requiring no form of arbitrary thresholding. In addition, the method updates connection strengths sequentially, enabling real-time tracking of nonstationary networks. The ensemble Kalman filter is used with a generic spiking neuron model to estimate connection strengths as well as other system parameters to deal with model mismatch. The method is validated on noisy synthetic data from Hodgkin-Huxley model neurons before being used to find network connections in the neural culture recordings.

1 June 2014 in Acta Biomaterialia
Verified
Journal Article
Closed access
HMHimadri S. Mandal
Himadri S. Mandal
GKGretchen L. Knaack
Gretchen L. Knaack
Hamid CharkhkarHamid Charkhkar
Hamid Charkhkar
DMDaniel G. McHail
Daniel G. McHail
JKJemika S. Kastee
Jemika S. Kastee
Joseph  PancrazioJoseph Pancrazio
Joseph Pancrazio

1 July 2012 in Measurement
Verified
Journal Article
Closed access
LBLuciano Boquete
Luciano Boquete
JAJosé Manuel Rodríguez Ascariz
José Manuel Rodríguez Ascariz
JCJoaquín Cantos
Joaquín Cantos
RBRafael Barea
Rafael Barea
JMJuan Manuel Miguel
Juan Manuel Miguel
NPNathalia Peixoto
Nathalia Peixoto

1 August 2012 in Journal of Neuroscience Methods
Verified
Journal Article
Closed access
TBTyrus Berry
Tyrus Berry
FHFranz Hamilton
Franz Hamilton
NPNathalia Peixoto
Nathalia Peixoto
TSTimothy Sauer
Timothy Sauer

1 March 2014 in Biosensors and Bioelectronics
Verified
Journal Article
Closed access
Hamid CharkhkarHamid Charkhkar
Hamid Charkhkar
CFChristopher Frewin
Christopher Frewin
MNMaysam Nezafati
Maysam Nezafati
GKGretchen L. Knaack
Gretchen L. Knaack
NPNathalia Peixoto
Nathalia Peixoto
Joseph  PancrazioJoseph Pancrazio
Joseph Pancrazio