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%% -- load the synapse file
syn_raw = load('synapse.out');
%% -- generate mean weights (and some config stuff)
num_syn = 96227;
num_steps = length(syn_raw) / num_syn;
types = [ 1*ones(100,1); 2*ones(600,1); 3*ones(100,1); 4*ones(200,1) ];
syn_mean = zeros(num_steps, 16);
syn_count = zeros(num_steps, 16);
for i = 1:num_steps
ba = (i-1)*num_syn+1;
for j = ba:(ba+num_syn-1)
l = syn_raw(j,:);
src = l(1,2) + 1;
dst = l(1,3) + 1;
w = l(1,5);
syn_mean(i, 4*types(src)+types(dst)-4) = syn_mean(i, 4*types(src)+types(dst)-4) + w;
syn_count(i, 4*types(src)+types(dst)-4) = syn_count(i, 4*types(src)+types(dst)-4) + 1;
end
end
syn_mean = syn_mean ./ syn_count;
%% plot it
plot(syn_mean);
legend('II', 'IB', 'IO', 'IX', 'BI', 'BB', 'BO', 'BX', 'OI', 'OB', 'OO', 'OX', 'XI', 'XB', 'XO', 'XX');
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