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September 16, 2017 13:44
Dead neuron
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import numpy as np | |
# x: 4-dim zero mean random | |
# y: sign of x's mean | |
x = np.random.rand(320, 4) - 0.5 | |
y = np.zeros((320, 1)) | |
for i in range(x.shape[0]): | |
y[i] = int(np.mean(x[i, :]) > 0) |
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