Adaptive stimulus optimization for sensory systems neuroscience

Article English OPEN
DiMattina, Christopher; Zhang, Kechen;
(2013)
  • Publisher: Frontiers Media S.A.
  • Journal: Frontiers in Neural Circuits,volume 7 (issn: 1662-5110, eissn: 1662-5110)
  • Related identifiers: pmc: PMC3674314, doi: 10.3389/fncir.2013.00101
  • Subject: Review Article | optimal stimulus | Neuroscience | adaptive data collection | parameter estimation | sensory coding | neural network
    arxiv: Quantitative Biology::Neurons and Cognition

In this paper, we review several lines of recent work aimed at developing practical methods for adaptive on-line stimulus generation for sensory neurophysiology. We consider various experimental paradigms where on-line stimulus optimization is utilized, including the cl... View more
  • References (154)
    154 references, page 1 of 16

    Ahmadian Y. Packer A. M. Yuste R. Paninski L. (2011). Designing optimal stimuli to control neuronal spike timing. J. Neurophysiol. 106 1038–1053.

    Ahrens M. B. Linden J. F. Sahani M. (2008a). Nonlinearities and contextual influences in auditory cortical responses modeled with multilinear spectrotemporal methods. J. Neurosci. 28 1929–1942.

    Ahrens M. B. Paninski L. Sahani M. (2008b). Inferring input nonlinearities in neural encoding models. Network 19 35–67.

    Albrecht D. G. DeValois R. L. Thorell L. G. (1980). Visual cortical neurons: are bars or gratings the optimal stimuli? Science 207 88–90.

    Albrecht D. G. Hamilton D. B. (1982). Striate cortex of monkey and cat: contrast response function. J Neurophysiol. 48 217–237.

    Amari S.-I. Park H. Ozeki T. (2006). Singularities affect dynamics of learning in neuromanifolds. Neural Comput. 18 1007–1065.

    Anderson M. J. Micheli-Tzanakou E. (2002). Auditory stimulus optimization with feedback from fuzzy clustering of neuronal responses. IEEE Trans. Inf. Technol. Biomed. 6 159–170.

    Arimoto S. (1972). An algorithm for computing the capacity of a rbitrary discrete memoryless channels. IEEE Trans. Inf. Theory 18 14–20.

    Asari H. Zador A. M. (2009). Long-lasting context dependence constrains neural encoding models in rodent auditory cortex. J. Neurophysiol. 102 2638–2656.

    Atkinson A. Fedorov V. (1975a). The design of experiments for discriminating between two rival models. Biometrika 62 57–70.

  • Related Research Results (3)
  • Metrics
    No metrics available
Share - Bookmark