Skip to content

Advertisement

Statistical Signal Processing in Neuroscience

  1. Content type: Research Article

    This paper builds upon the previous Brain Machine Interface (BMI) signal processing models that require apriori knowledge about the patient's arm kinematics. Specifically, we propose an unsupervised hierarchic...

    Authors: Shalom Darmanjian and Jose Principe

    Citation: EURASIP Journal on Advances in Signal Processing 2010 2009:892461

    Published on:

  2. Content type: Research Article

    This work investigates the Magnitude Squared of Coherence (MSC) for detection of Event Related Potentials (ERPs) related to left-hand index finger movement. Initially, ERP presence was examined in different br...

    Authors: Sady Antônio Santos Filho, Carlos Julio Tierra-Criollo, Ana Paula Souza, Marcos Antonio Silva Pinto, Maria Luiza Cunha Lima and Gilberto Mastrocola Manzano

    Citation: EURASIP Journal on Advances in Signal Processing 2009 2009:534536

    Published on:

  3. Content type: Research Article

    None of the current epileptic seizure prediction methods can widely be accepted, due to their poor consistency in performance. In this work, we have developed a novel approach to analyze intracranial EEG data....

    Authors: Derong Liu, Zhongyu Pang and Zhuo Wang

    Citation: EURASIP Journal on Advances in Signal Processing 2009 2009:638534

    Published on:

  4. Content type: Research Article

    The linearized filtering approach to the hemodynamic system is limited in capturing the inherent nonlinearities of physiological systems. The nonlinear estimation method therefore should be thought of as a nat...

    Authors: Zhenghui Hu, Xiaohu Zhao, Huafeng Liu and Pengcheng Shi

    Citation: EURASIP Journal on Advances in Signal Processing 2009 2009:215409

    Published on:

  5. Content type: Research Article

    We present a general approach to the reconstruction of sensory stimuli encoded with leaky integrate-and-fire neurons with random thresholds. The stimuli are modeled as elements of a Reproducing Kernel Hilbert ...

    Authors: Aurel A. Lazar and Eftychios A. Pnevmatikakis

    Citation: EURASIP Journal on Advances in Signal Processing 2009 2009:682930

    Published on: