Sachin S Talathi

Summary

Affiliation: University of Florida
Country: USA

Publications

  1. doi request reprint Support vector machines for seizure detection in an animal model of chronic epilepsy
    Manu Nandan
    Department of Computer and Information Science and Engineering, University of Florida, FL 32611, USA
    J Neural Eng 7:036001. 2010
  2. pmc Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy
    Alex J Cadotte
    Department of Pediatrics, Division of Neurology, University of Florida, Gainesville, FL 32611 6131, USA
    J Neurosci Methods 189:121-9. 2010
  3. doi request reprint Effects of phase on homeostatic spike rates
    Nicholas Fisher
    Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA
    Biol Cybern 102:427-40. 2010
  4. pmc Synchrony with shunting inhibition in a feedforward inhibitory network
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 28:305-21. 2010
  5. ncbi request reprint Predicting synchrony in heterogeneous pulse coupled oscillators
    Sachin S Talathi
    J Crayton Pruitt Department of Biomedical Engineering, University of Florida, Gainesville, Florida 32611, USA
    Phys Rev E Stat Nonlin Soft Matter Phys 80:021908. 2009
  6. doi request reprint Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 25:262-81. 2008
  7. doi request reprint Non-parametric early seizure detection in an animal model of temporal lobe epilepsy
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, FL 32611, USA
    J Neural Eng 5:85-98. 2008
  8. ncbi request reprint Temporal spike pattern learning
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Florida 32611, USA
    Phys Rev E Stat Nonlin Soft Matter Phys 78:031918. 2008
  9. doi request reprint Detecting effective connectivity in networks of coupled neuronal oscillators
    Erin R Boykin
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 32:521-38. 2012
  10. doi request reprint Temporal lobe epilepsy: anatomical and effective connectivity
    Alex J Cadotte
    Department of Pediatrics, Division of Pediatric Neurology, University of Florida, Gainesville, FL 32610, USA
    IEEE Trans Neural Syst Rehabil Eng 17:214-23. 2009

Collaborators

Detail Information

Publications16

  1. doi request reprint Support vector machines for seizure detection in an animal model of chronic epilepsy
    Manu Nandan
    Department of Computer and Information Science and Engineering, University of Florida, FL 32611, USA
    J Neural Eng 7:036001. 2010
    ..We found that SVDD not only performed better than the other SVM types in terms of highest value of the mean optimality index metric (O⁻) but also gave a more reliable performance across the two EEG datasets...
  2. pmc Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy
    Alex J Cadotte
    Department of Pediatrics, Division of Neurology, University of Florida, Gainesville, FL 32611 6131, USA
    J Neurosci Methods 189:121-9. 2010
    ..These findings highlight the utility of GC to reveal dynamic directional temporal relationships between multichannel LFP recordings from multiple brain regions during unprovoked spontaneous seizures...
  3. doi request reprint Effects of phase on homeostatic spike rates
    Nicholas Fisher
    Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA
    Biol Cybern 102:427-40. 2010
    ..Our analysis suggests that the excitatory neuronal population, more specifically the excitatory to excitatory synaptic connections, could be implicated in a methodology designed to control epileptic seizures...
  4. pmc Synchrony with shunting inhibition in a feedforward inhibitory network
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 28:305-21. 2010
    ....
  5. ncbi request reprint Predicting synchrony in heterogeneous pulse coupled oscillators
    Sachin S Talathi
    J Crayton Pruitt Department of Biomedical Engineering, University of Florida, Gainesville, Florida 32611, USA
    Phys Rev E Stat Nonlin Soft Matter Phys 80:021908. 2009
    ....
  6. doi request reprint Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 25:262-81. 2008
    ..We show that the MCI exhibits enhanced synchrony in the presence of all the above mentioned sources of heterogeneity and the mechanism for this enhanced synchrony is similar to the case of the UCI...
  7. doi request reprint Non-parametric early seizure detection in an animal model of temporal lobe epilepsy
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, FL 32611, USA
    J Neural Eng 5:85-98. 2008
    ....
  8. ncbi request reprint Temporal spike pattern learning
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Florida 32611, USA
    Phys Rev E Stat Nonlin Soft Matter Phys 78:031918. 2008
    ....
  9. doi request reprint Detecting effective connectivity in networks of coupled neuronal oscillators
    Erin R Boykin
    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 32:521-38. 2012
    ..We show that the classifiers constructed in this work provide a general framework for determining whether a particular effective connectivity measure is likely to produce incorrect results when applied to a dataset...
  10. doi request reprint Temporal lobe epilepsy: anatomical and effective connectivity
    Alex J Cadotte
    Department of Pediatrics, Division of Pediatric Neurology, University of Florida, Gainesville, FL 32610, USA
    IEEE Trans Neural Syst Rehabil Eng 17:214-23. 2009
    ..Future work in vivo on epilepsy will no doubt benefit from a fusion of these different techniques. We conclude by discussing the interesting possibilities, implications, and challenges that a unified analysis would present...
  11. doi request reprint Control of neural synchrony using channelrhodopsin-2: a computational study
    Sachin S Talathi
    Department of Pediatrics, University of Florida, Gainesville, FL 32611, USA
    J Comput Neurosci 31:87-103. 2011
    ..Finally, we test the performance of this closed-loop controller in a network of mutually coupled (MCI) interneurons...
  12. pmc Phase shift in the 24-hour rhythm of hippocampal EEG spiking activity in a rat model of temporal lobe epilepsy
    David A Stanley
    Department of Biomedical Engineering, University of Florida, Gainesville, Florida, USA
    J Neurophysiol 110:1070-86. 2013
    ..We conclude by discussing how abnormal circadian regulation may contribute to the daily rhythms of epileptic seizures and related cognitive dysfunction. ..
  13. doi request reprint Circadian control of neural excitability in an animal model of temporal lobe epilepsy
    Sachin S Talathi
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611 6131, USA
    Neurosci Lett 455:145-9. 2009
    ..We test our hypothesis in the framework of a simple two-dimensional Wilson-Cowan model that describes the interaction between firing activities of populations of excitatory and inhibitory neurons...
  14. doi request reprint Computational modeling of channelrhodopsin-2 photocurrent characteristics in relation to neural signaling
    Roxana A Stefanescu
    Department of Pediatrics, Division of Neurology, University of Florida, Gainesville, FL, USA
    Bull Math Biol 75:2208-40. 2013
    ....
  15. pmc Genesis of interictal spikes in the CA1: a computational investigation
    Shivakeshavan Ratnadurai-Giridharan
    J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida Gainesville, FL, USA
    Front Neural Circuits 8:2. 2014
    ..We investigate the conditions necessary for this phenomenon and find that spontaneous IISs closely depend on the degree of the network's intrinsic excitability. ..
  16. doi request reprint Computational models of epilepsy
    Roxana A Stefanescu
    Department of Pediatrics, Division of Neurology, University of Florida, Gainesville, FL 32610, United States
    Seizure 21:748-59. 2012
    ..In this review article, we present a survey of computational models of epilepsy from the point of view that epilepsy is a dynamical brain disease that is primarily characterized by unprovoked spontaneous epileptic seizures...