В данной статье мы рассмотрим применение периодических функций в качестве функций активации в нейросетях. Мы проведём сравнительные эксперименты на простых сетях и посмотрим, как периодические активации (например, sin) ведут себя по сравнению с классическими непериодическими — tanh, sigmoid и ReLU.

Food safety campaigners have long been concerned about pesticide residues on lemons, limes and oranges – and now a social media post about it has gone viral. How safe is it to eat lemon cake or drink a G&T with ice and a slice?

Do you sprinkle citrus zest on to your cooking or drink hot water with a slice of lemon? According to an Instagram post that went viral last week, you shouldn’t. “Select citrus fruits at Lidl now come with a ‘Peel unfit for consumption’ warning,” posts @wholefoodwarrior. She photographs some of the supermarket’s labels, which list the post-harvest chemicals used to conserve the fruit: azoxystrobin and fludioxonil (limes) and imazalil, 2-phenylphenol, thiabendazole, pyrimethanil and fludioxonil (easy peelers), plus E903 in the peel’s wax coating (both).

The 10,500 comments on the post are largely appalled. So what are these substances? And how worried should consumers be?