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MarvinT/gaussian_smoothing.py

Created July 11, 2017 05:36
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gaussian_smoothing.py
def filtered_response(spk_times, tau = .01):
spk_times = spk_times.reshape((-1, 1))
norm_factor = tau * np.sqrt(2. * np.pi)
return lambda t: np.sum(np.exp(-(spk_times - t.reshape((1,-1))) ** 2 / (2 * tau * tau)), 0) / norm_factor
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