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Connection

Robert Hampson to Nonlinear Dynamics

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This is a "connection" page, showing publications Robert Hampson has written about Nonlinear Dynamics.
Robert Hampson
Connection Strength
1.275
Nonlinear Dynamics
  1. Song D, Chan RH, Robinson BS, Marmarelis VZ, Opris I, Hampson RE, Deadwyler SA, Berger TW. Identification of functional synaptic plasticity from spiking activities using nonlinear dynamical modeling. J Neurosci Methods. 2015 Apr 15; 244:123-35.
    View in: PubMed
    Score: 0.127
  2. Marmarelis VZ, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW. Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes. J Comput Neurosci. 2013 Feb; 34(1):73-87.
    View in: PubMed
    Score: 0.109
  3. Hampson RE, Song D, Chan RH, Sweatt AJ, Riley MR, Goonawardena AV, Marmarelis VZ, Gerhardt GA, Berger TW, Deadwyler SA. Closing the loop for memory prosthesis: detecting the role of hippocampal neural ensembles using nonlinear models. IEEE Trans Neural Syst Rehabil Eng. 2012 Jul; 20(4):510-25.
    View in: PubMed
    Score: 0.107
  4. Hampson RE, Song D, Chan RH, Sweatt AJ, Riley MR, Gerhardt GA, Shin DC, Marmarelis VZ, Berger TW, Deadwyler SA. A nonlinear model for hippocampal cognitive prosthesis: memory facilitation by hippocampal ensemble stimulation. IEEE Trans Neural Syst Rehabil Eng. 2012 Mar; 20(2):184-97.
    View in: PubMed
    Score: 0.106
  5. Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:3330-3.
    View in: PubMed
    Score: 0.098
  6. Chan RH, Song D, Goonawardena AV, Bough S, Sesay J, Hampson RE, Deadwyler SA, Berger TW. Changes of hippocampal CA3-CA1 population nonlinear dynamics across different training sessions in rats performing a memory-dependent task. Annu Int Conf IEEE Eng Med Biol Soc. 2010; 2010:5464-7.
    View in: PubMed
    Score: 0.091
  7. Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Nonlinear modeling of neural population dynamics for hippocampal prostheses. Neural Netw. 2009 Nov; 22(9):1340-51.
    View in: PubMed
    Score: 0.087
  8. Geng K, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Multi-Input, Multi-Output Neuronal Mode Network Approach to Modeling the Encoding Dynamics and Functional Connectivity of Neural Systems. Neural Comput. 2019 07; 31(7):1327-1355.
    View in: PubMed
    Score: 0.044
  9. Sandler RA, Geng K, Song D, Hampson RE, Witcher MR, Deadwyler SA, Berger TW, Marmarelis VZ. Designing Patient-Specific Optimal Neurostimulation Patterns for Seizure Suppression. Neural Comput. 2018 05; 30(5):1180-1208.
    View in: PubMed
    Score: 0.040
  10. Geng K, Shin DC, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Mechanism-Based and Input-Output Modeling of the Key Neuronal Connections and Signal Transformations in the CA3-CA1 Regions of the Hippocampus. Neural Comput. 2018 01; 30(1):149-183.
    View in: PubMed
    Score: 0.039
  11. Song D, Robinson BS, Hampson RE, Marmarelis VZ, Deadwyler SA, Berger TW. Sparse Large-Scale Nonlinear Dynamical Modeling of Human Hippocampus for Memory Prostheses. IEEE Trans Neural Syst Rehabil Eng. 2018 02; 26(2):272-280.
    View in: PubMed
    Score: 0.036
  12. Hampson RE, Robinson BS, Marmarelis VZ, Deadwyler SA, Berger TW. Decoding memory features from hippocampal spiking activities using sparse classification models. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug; 2016:1620-1623.
    View in: PubMed
    Score: 0.036
  13. Deadwyler SA, Hampson RE, Song D, Opris I, Gerhardt GA, Marmarelis VZ, Berger TW. A cognitive prosthesis for memory facilitation by closed-loop functional ensemble stimulation of hippocampal neurons in primate brain. Exp Neurol. 2017 01; 287(Pt 4):452-460.
    View in: PubMed
    Score: 0.035
  14. Song D, Robinson BS, Hampson RE, Marmarelis VZ, Deadwyler SA, Berger TW. Sparse generalized volterra model of human hippocampal spike train transformation for memory prostheses. Annu Int Conf IEEE Eng Med Biol Soc. 2015; 2015:3961-4.
    View in: PubMed
    Score: 0.032
  15. Sandler RA, Deadwyler SA, Hampson RE, Song D, Berger TW, Marmarelis VZ. System identification of point-process neural systems using probability based Volterra kernels. J Neurosci Methods. 2015 Jan 30; 240:179-92.
    View in: PubMed
    Score: 0.032
  16. Sandler RA, Song D, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Model-based asessment of an in-vivo predictive relationship from CA1 to CA3 in the rodent hippocampus. J Comput Neurosci. 2015 Feb; 38(1):89-103.
    View in: PubMed
    Score: 0.032
  17. Fetterhoff D, Opris I, Simpson SL, Deadwyler SA, Hampson RE, Kraft RA. Multifractal analysis of information processing in hippocampal neural ensembles during working memory under ??-tetrahydrocannabinol administration. J Neurosci Methods. 2015 Apr 15; 244:136-53.
    View in: PubMed
    Score: 0.031
  18. Berger TW, Song D, Chan RH, Marmarelis VZ, LaCoss J, Wills J, Hampson RE, Deadwyler SA, Granacki JJ. A hippocampal cognitive prosthesis: multi-input, multi-output nonlinear modeling and VLSI implementation. IEEE Trans Neural Syst Rehabil Eng. 2012 Mar; 20(2):198-211.
    View in: PubMed
    Score: 0.026
  19. Song D, Opris I, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:2555-8.
    View in: PubMed
    Score: 0.026
  20. Berger TW, Hampson RE, Song D, Goonawardena A, Marmarelis VZ, Deadwyler SA. A cortical neural prosthesis for restoring and enhancing memory. J Neural Eng. 2011 Aug; 8(4):046017.
    View in: PubMed
    Score: 0.025
  21. Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Sparse generalized Laguerre-Volterra model of neural population dynamics. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:4555-8.
    View in: PubMed
    Score: 0.021
  22. Zanos TP, Courellis SH, Berger TW, Hampson RE, Deadwyler SA, Marmarelis VZ. Nonlinear modeling of causal interrelationships in neuronal ensembles. IEEE Trans Neural Syst Rehabil Eng. 2008 Aug; 16(4):336-52.
    View in: PubMed
    Score: 0.021
  23. Zanos TP, Hampson RE, Deadwyler SA, Berger TW, Marmarelis VZ. Functional connectivity through nonlinear modeling: an application to the rat hippocampus. Annu Int Conf IEEE Eng Med Biol Soc. 2008; 2008:5522-5.
    View in: PubMed
    Score: 0.020
  24. Song D, Chan RH, Marmarelis VZ, Hampson RE, Deadwyler SA, Berger TW. Nonlinear dynamic modeling of spike train transformations for hippocampal-cortical prostheses. IEEE Trans Biomed Eng. 2007 Jun; 54(6 Pt 1):1053-66.
    View in: PubMed
    Score: 0.019
  25. Zanos TP, Courellis SH, Hampson RE, Deadwyler SA, Marmarelis VZ, Berger TW. A multi-input modeling approach to quantify hippocampal nonlinear dynamic transformations. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:4967-70.
    View in: PubMed
    Score: 0.017
  26. Courellis SH, Zanos TP, Hsiao MC, Hampson RE, Deadwyler SA, Marmarelis VZ, Berger TW. Modeling hippocampal nonlinear dynamic transformations with principal dynamic modes. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:2300-3.
    View in: PubMed
    Score: 0.017
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