compute_all_tuning_curves.m

%% Description
% This will compute the firing rate tuning curves for position, head
% direction, running speed, and theta phase.

% take out times when the animal ran >= 50 cm/s
posx_c(too_fast) = []; posy_c(too_fast) = []; 
direction(too_fast) = [];
speed(too_fast) = [];
phase(too_fast) = [];

% compute tuning curves for position, head direction, speed, and theta phase
[pos_curve] = compute_2d_tuning_curve(posx_c,posy_c,smooth_fr,n_pos_bins,0,box_size);
[hd_curve] = compute_1d_tuning_curve(direction,smooth_fr,n_dir_bins,0,2*pi);
[speed_curve] = compute_1d_tuning_curve(speed,smooth_fr,n_speed_bins,0,50);
[theta_curve] = compute_1d_tuning_curve(phase,fr,n_theta_bins,0,2*pi);