Evaluating performance of eeg data-driven machine learning for traumatic brain injury classification
N Vivaldi, M Caiola, K Solarana… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Then we denote p1,..., pk significant for the largest k that satisfies: … K = 1, 10, and 100, also
denoted coarse, medium, and fine, respectively. Two more KNN models were trained with K = …
denoted coarse, medium, and fine, respectively. Two more KNN models were trained with K = …
Transient subgranular hyperconnectivity to L2/3 and enhanced pairwise correlations during the critical period in the mouse auditory cortex
During the critical period, neuronal connections are shaped by sensory experience. While
the basis for this temporarily heightened plasticity remains unclear, shared connections …
the basis for this temporarily heightened plasticity remains unclear, shared connections …
Temporary visual deprivation causes decorrelation of spatiotemporal population responses in adult mouse auditory cortex
Although within-modality sensory plasticity is limited to early developmental periods, cross-modal
plasticity can occur even in adults. In vivo electrophysiological studies have shown that …
plasticity can occur even in adults. In vivo electrophysiological studies have shown that …
Fast and stable signal deconvolution via compressible state-space models
A Kazemipour, J Liu, K Solarana… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
… In particular, K-complexes during the stage 2 NREM sleep form another class of transient …
order models can be developed for simultaneous detection of K-complexes and spindles. …
order models can be developed for simultaneous detection of K-complexes and spindles. …
Longitudinal multimodal assessment of neurodegeneration and vascular remodeling correlated with signal degradation in chronic cortical silicon microelectrodes
K Solarana, M Ye, YR Gao, H Rafi… - …, 2020 - spiedigitallibrary.org
Significance: Cortically implanted microelectrode arrays provide a direct interface with
neuronal populations and are used to restore movement capabilities and provide sensory …
neuronal populations and are used to restore movement capabilities and provide sensory …
Dissecting the microvascular contributions to diffuse correlation spectroscopy measurements of cerebral hemodynamics using optical coherence tomography …
… Krystyna Solarana received her BS degree in biology from Boston College and her PhD
in neuroscience and cognitive science from the University of Maryland, College Park. From …
in neuroscience and cognitive science from the University of Maryland, College Park. From …
[HTML][HTML] Longitudinal functional assessment of brain injury induced by high-intensity ultrasound pulse sequences
Exposure of the brain to high-intensity stress waves creates the potential for long-term
functional deficits not related to thermal or cavitational damage. Possible sources of such …
functional deficits not related to thermal or cavitational damage. Possible sources of such …
Development and plasticity of the functional laminar mesoscale organization of the primary auditory cortex
KL Solarana - 2016 - search.proquest.com
Early sensory experience is fundamental for proper structural and functional organization of
the brain. A brain region that particularly relies on sensory input during a critical period of …
the brain. A brain region that particularly relies on sensory input during a critical period of …
Automatic area-based registration of optical and SAR images through generative adversarial networks and a correlation-type metric
… to C(·), box constraints can easily be predefined without loss of generality: θ takes values in
[0,2π], Tx and Ty can be bounded according to the sizes of R and S, and bounds on k can be …
[0,2π], Tx and Ty can be bounded according to the sizes of R and S, and bounds on k can be …
[HTML][HTML] A goal-driven unsupervised image segmentation method combining graph-based processing and Markov random fields
Image segmentation is the process of partitioning a digital image into a set of homogeneous
regions (according to some homogeneity criterion) to facilitate a subsequent higher-level …
regions (according to some homogeneity criterion) to facilitate a subsequent higher-level …