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Synthesis of spatial tuning functions from theta cell spike trains (Welday et al., 2011)
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NEURON and MATLAB code for simulations and data analysis are divided among four folders, each of which contains its own README file. Each folder contains files for reproducing graphs from one of the Figures in Welday et. al.: 1) The 'Welday_et_al_Fig1' folder contains MATLAB data analysis code that was used to generate DBFT curves from spike trains of recorded theta cells. The raw spike and position data for the real data example cell (shown in Fig. 1) are also provided. 2) The 'Welday_et_al_Fig7AC' folder contains MATLAB code that simulates spatially tuned neurons by solving the analytic envelope equation for VCOs. The code for Fig. 7C simulates VCOs as output from a matrix of ring oscillators. 3) The 'Welday_et_al_Fig9AB' folder contains NEURON code that was used to simulate a place cell on a linear track in Figs. 9A and 9B. 4) The 'Welday_et_al_Fig9C' folder contains NEURON code that was used to simulate a grid, place, and border cell in a circular environment, shown in Fig. 9C. Input to the model comes from simulated theta cell spike trains, which must generated by running the provided MATLAB scripts prior to running the NEURON simulation.
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