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Diffstat (limited to 'code/matlab/analyze_weight_development.m')
| -rw-r--r-- | code/matlab/analyze_weight_development.m | 30 |
1 files changed, 30 insertions, 0 deletions
diff --git a/code/matlab/analyze_weight_development.m b/code/matlab/analyze_weight_development.m new file mode 100644 index 0000000..da34cd4 --- /dev/null +++ b/code/matlab/analyze_weight_development.m @@ -0,0 +1,30 @@ +%% -- 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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