Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs
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DOI: 10.1371/journal.pcbi.1003143
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- Anja L. Dorrn & Kexin Yuan & Alison J. Barker & Christoph E. Schreiner & Robert C. Froemke, 2010. "Developmental sensory experience balances cortical excitation and inhibition," Nature, Nature, vol. 465(7300), pages 932-936, June.
- Nicholas A Lesica & Chong Weng & Jianzhong Jin & Chun-I Yeh & Jose-Manuel Alonso & Garrett B Stanley, 2006. "Dynamic Encoding of Natural Luminance Sequences by LGN Bursts," PLOS Biology, Public Library of Science, vol. 4(7), pages 1-1, June.
- Michael Wehr & Anthony M. Zador, 2003. "Balanced inhibition underlies tuning and sharpens spike timing in auditory cortex," Nature, Nature, vol. 426(6965), pages 442-446, November.
- Yujiao J. Sun & Guangying K. Wu & Bao-hua Liu & Pingyang Li & Mu Zhou & Zhongju Xiao & Huizhong W. Tao & Li I. Zhang, 2010. "Fine-tuning of pre-balanced excitation and inhibition during auditory cortical development," Nature, Nature, vol. 465(7300), pages 927-931, June.
- Daniel A. Butts & Chong Weng & Jianzhong Jin & Chun-I Yeh & Nicholas A. Lesica & Jose-Manuel Alonso & Garrett B. Stanley, 2007. "Temporal precision in the neural code and the timescales of natural vision," Nature, Nature, vol. 449(7158), pages 92-95, September.
- Timm Lochmann & Timothy J Blanche & Daniel A Butts, 2013. "Construction of Direction Selectivity through Local Energy Computations in Primary Visual Cortex," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-13, March.
- Jeffrey D Fitzgerald & Ryan J Rowekamp & Lawrence C Sincich & Tatyana O Sharpee, 2011. "Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models," PLOS Computational Biology, Public Library of Science, vol. 7(10), pages 1-9, October.
- Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
- Donald R Cantrell & Jianhua Cang & John B Troy & Xiaorong Liu, 2010. "Non-Centered Spike-Triggered Covariance Analysis Reveals Neurotrophin-3 as a Developmental Regulator of Receptive Field Properties of ON-OFF Retinal Ganglion Cells," PLOS Computational Biology, Public Library of Science, vol. 6(10), pages 1-16, October.
- Ana Calabrese & Joseph W Schumacher & David M Schneider & Liam Paninski & Sarah M N Woolley, 2011. "A Generalized Linear Model for Estimating Spectrotemporal Receptive Fields from Responses to Natural Sounds," PLOS ONE, Public Library of Science, vol. 6(1), pages 1-16, January.
- Mijung Park & Jonathan W Pillow, 2011. "Receptive Field Inference with Localized Priors," PLOS Computational Biology, Public Library of Science, vol. 7(10), pages 1-16, October.
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- Ivar L Thorson & Jean Liénard & Stephen V David, 2015. "The Essential Complexity of Auditory Receptive Fields," PLOS Computational Biology, Public Library of Science, vol. 11(12), pages 1-33, December.
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