import numpy as np
import matplotlib.pyplot as plt
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Sinal de exemplo
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sinal = np.asarray([1, 2, 5, 3, 1, 4, 7, 2, 1])
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Kernel para detectar picos
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kernel = np.asarray([-1, 2, -1])
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Convolução
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saida = np.convolve(sinal, kernel, mode='same')
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Plot
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plt.figure(figsize=(10,4))
plt.subplot(1,2,1)
plt.plot(sinal)
plt.title("Sinal original")
plt.subplot(1,2,2)
plt.plot(saida)
plt.title("Resposta do kernel (picos)")
plt.show()
