It's a good thing to like reading, but reading novels so seriously and asking questions all the time is a bit too much.
Especially for novels such as "Su Chu", which are full of ancient knowledge, many things are beyond the scope of Mai Xiaomiao's cognition. The original author is by his side, and the curious baby's questions are simply non-stop.
For example, in the first chapter, Zhou Zhi wrote that the small bridge at the entrance of Meishan City is called "Tongjin Bridge", indicating that not far from this bridge is the dock, where everyone can take a boat to the upstream and downstream cities. Then Mai Xiaomiao asked about the differences between other places such as the Confucian Temple, the Academy, the Academy, and the Wenchang Palace; and why it is called Fukuo County, why there are two government offices in Fukuo County, and who is worshiped in the Fire Temple? , Who is worshiped at Yuqing Temple, Who is worshiped at Dongyue Temple, etc... …
To be honest, even the most die-hard book friends can’t ask for such detailed information. In other words, many of them are common sense to Chinese people, but for Mai Xiaomiao, a “people in Chinese history and culture” For readers who are addicted to food, they will want to ask about everything.
The key is that some issues are still very complicated. For example, if you want to talk about Yuqing Temple, you need to talk about the Jade, Shang, and Tai Sanqings in Taoism, and then talk about the status of Yuqing Yuanshi Tianzun in Taoism and the Song Dynasty. The admiration of Taoism and the influence of Taoism in Shu, etc., Chinese traditional culture is a knowledge that can pull out a web from one point, so the question "Who is worshiped at Yuqing Temple" is a big topic in itself.
Zhou Zhi originally wanted to correct the homework he had failed to do. Now with the digital library search engine, there are many things left in Shi Zuzu's papers that puzzled Zhou Zhi, or knowledge points that Zhou Zhi himself lacked, and he could use them through Searching for relevant content to solve puzzles, complete and consolidate, I met a child who needed popular science, and I couldn't concentrate.
"How about Xiaomiao." Zhou Zhi thought for a while: "The novel post itself has a message function. Can you leave the questions in the chapter and wait for the book friends to answer?"
"Okay." Mai Xiaomiao accepted the good news, and then asked another question: "But now I I just read the manuscript and haven’t published it yet?”
“Ah this…” Zhou Zhi thought for a while and opened the girls’ romance section of the literary forum: “These novels are quite popular, how about you? Watch this, a lot of girls like to watch it”
“No!”
"Why?"
"I burst into tears while reading their books. There's not enough toilet paper!"
"Uh..." Zhou Zhi hesitated for a moment, then gritted his teeth: "I also have a novel. , not ready to be sent out yet, written about a university Don’t you think it’s a rural area like Lianhe Township?”
“Uh... No, the background is my hometown, Jiachuan County, Manzhou City.”
"Your hometown?"
"Yes!"
"Okay, okay, show me!"
The book "The Valley" is much better, Mai Xiaomiao finally stopped asking questions, and even giggled at the contents of the book from time to time. It seemed that she quite liked the contents. The two spent the night like this, occasionally drinking rice wine with dried fruits and eating nuts. Then one of them read a novel and the other read a paper. If Zhou Zhi hadn't urged Mai Xiaomiao to brush her teeth and wash her face, this girl wouldn't have wanted to rest.
Zhou Zhi couldn't help but shake his head, Internet literature has great stamina...
But the retribution came the next day. The Clover Group acted quickly and the first batch of resources were in place to form a network, including computing power and storage space.
Then the situation was reversed. When Mai Xiaomiao deployed the algorithm program she brought back, Zhou Zhi became the same person as when Mai Xiaomiao listened to Zhou Zhi's science popularization last night.
For the VC program development contracted by Clover Group, Zhou Zhi also managed it and even participated in some discussion of writing plans. He was not a complete layman when it came to programming or even writing tool programs. , this is something that Zhou Zhi is quite proud of since he traveled to this life, that is, his major in the previous life has not only not been abandoned, but has been improved to a higher level.
But the floor he climbed to was quite different from the starting steps at Mai Xiaomiao's feet. This was not a limitation in ability, but a gap in mathematical theory.
"Suppose the input vector and parameter vector of the neuron are set A and set B respectively. These two sets can also be called weights. There is such a non-linear functional relationship between them. Such functional relationship is the input vector and parameter vector After the action, an output vector C is obtained. This C is called the activation value, and this nonlinear function is called the activation function. "Mai Xiaomiao said very seriously: "A(0)=1 here is a bias unit, which is consistent with the zero-order term in linear regression;"
"The activation function can be the Logistic/Sigmoid function. , tanh function, ReLU function, etc. The reason why the activation function is used is that if it is not used, then the linear component Superposition is still a linear component, and the entire neural network is still linear and cannot fit nonlinear assumptions.”
“We can make the network truly quasi-active by applying a nonlinear function to each neuron. Note that it is quasi-activation rather than activation. In other words, the activation function we construct now is actually by putting a nonlinear function on the linear unit. It is used to fit very complex nonlinear operations, that is, neuralization. "
"Then the machine can recognize through deep learning, "Don't listen to the sound of beating leaves in the forest, why not just scream and walk slowly." ';'Da Ming Lake, Ming Lake is big, there are lotuses on the Ming Lake, and there are toads on the lotus, which are better and worse.'" Zhou Zhi also learned very seriously.
"Hahahaha..." Mai Xiaomiao couldn't help laughing: "Who wrote the following song? It's so interesting..."
"A warlord, Zhang Zongchang, the king of Shandong, was nicknamed by Mr. Lu Xun as the 'Three Ignorant Generals', that is, he didn't know how many soldiers he had, how much money he had, and how many concubines he had."< br>
"Hahaha..." Mai Xiaomiao was so amused that she couldn't help but laugh, pressing her The little belly struggled to suppress a smile: "It is still a bit difficult for the machine to reach this level, but helping our pattern recognition system to find matching edges should be more efficient than the current program..."
< br>"Xiao Miao, you don't need to ambush me." Zhou Zhi said: "How much efficiency can be improved is actually my I don’t have much hope. Even if the resources are doubled and the efficiency is doubled, we can accept it, as long as the new algorithm can succeed, because this is the victory of the idea. We first solve the feasible and unfeasible problems, and then solve them. The issue of efficiency improvement”
Mai Xiaomiao smiled and returned to the model. Come: "The first layer we accept input is the input layer, the last layer that provides output is the output layer, and all the layers in between are hidden layers."
"The more hidden layers, the more neurons in the hidden layer. With more, the neural network can fit more complex situations, but it is also more difficult to train." (End of this chapter)