[Research theory of simulated neural signals and electrical signal conversion based on quantum theory]

When he saw the title, Xu Chuan was slightly stunned.

Nerve signal simulation and electrical signal conversion based on quantum theory?

He knew what Xu Xiao was researching. Not only did he know it, he even guided it in the direction himself.

But this paper was indeed somewhat beyond his expectations.

He knows quantum theory, he also knows the simulation of neural signals, and the conversion of electrical signals is the core connection bridge of virtual reality technology, but the combination of these three technologies...

Perhaps there were indeed similar developments in the biological world, but he had never heard of them.

He does know about quantum biology, but there is a huge gap between quantum biology and this paper, so far apart that it can even be said that the two are not related at all.

Turning over the paper in his hand, Xu Chuan showed a look of interest in his eyes. He looked at Xu Xiao curiously and asked, "Did you write this paper yourself?"

Xu Xiao nodded and said: "That's right."

After a pause, she continued: "When I was at Shuimu University, wasn't there something wrong with the bioelectrode chip we developed?"

"Through subsequent testing and research on experimental data, we found that external interference, dizziness, headaches, motion sickness and other problems that may occur when worn for too long are largely due to the simulation of neural signals and inaccuracies in the conversion of electrical signals.

precise."

"For virtual reality technology, the accuracy of virtual representation of the external environment is one of the most important technologies. In order to make the virtual environment consistent with the objective world, it is necessary to make accurate and complete analysis of the wide variety of information with complex configurations.

describe."

"To process these data, we must study efficient modeling methods to reconstruct their evolution rules and various relationships and interactions between virtual objects."

"When I was at Shuimu University, the virtual environment model we matched could not do this. In other words, the conventional environment virtualization and conversion models simply could not do such complex neural signal simulation and conversion work."

"When I was studying at the University of Cambridge, my current tutor, Professor Elvis, proposed the idea of ​​establishing a mathematical model for this through quantum theory."

"This paper is based on this idea, and it is also the goal of my PhD graduation."

Xu Chuan glanced at her and said, "Do you want me to help you write your doctoral thesis?"

Xu Xiao: "I didn't ask you to write it. Brother, please help me solve the mathematical problems in it. I will do the rest myself. I am not a mathematics major, and I don't understand quantum theory."

Xu Chuan: "Why don't you do it if it's difficult? Can't you study mathematics if you're not a mathematics major?"

Xu Xiao pursed her lips and said: "But this thing is too difficult. I have to learn mathematics from scratch on my own. If I don't have a four or five-year foundation, I won't be able to do it at all."

"If I wait another four to five years, I will have to study for a doctorate for at least six years! This is too long."

"Brother~, please help me!"

Xu Chuan didn't pay attention to Xu Xiao's coquettishness and said directly: "It's always good to learn more."

Puffing up his cheeks, Xu Xiao said angrily: "I'm pretty good at math, but my tutor's math skills are not as good as mine."

"But this is really too difficult. If you don't believe me, just read it. I guarantee that this is not something that an ordinary doctoral mathematics student can do. I tried it with my classmates in the mathematics department before, but I couldn't do it at all.

"

Xu Chuan glanced at her, dubious about what this girl said.

Xu Xiao’s mathematical skills are indeed strong. Although she did not study mathematics during her university, master’s and doctoral studies, her mathematical skills are indeed not weak.

Although the mathematical model of the virtual helmet at Shuimu University was helped by senior sister Liu Jiaxin, Xu Xiao also participated.

Not to mention a PhD, she should still have a regular master's degree in mathematics.

As for her tutor's mathematics level not being as good as hers, this is normal. After all, biological research rarely applies a lot of knowledge in the field of mathematics.

Even if it is occasionally involved, it will basically be handled by other mathematics majors, just like his mentor Chen Zhengping's research on tungsten diselenide a few years ago.

But if he really said it was so difficult that no one could solve it, he wouldn't believe it.

Most likely, this girl is addicted to picking his wool.

After all, asking other mathematicians to solve this problem will probably cost a lot of money, and it may even cost you the name of the author of the paper.

Shaking his head, unable to resist Xu Xiao's coquettishness, Xu Chuan finally decided to read the paper first.

Aside from this, he was also very interested in this paper.

Using quantum theory to establish the analog conversion of neural signals and electrical signals for virtual reality technology, the core foundation of this paper feels quite interesting.

Ignoring Xu Xiao, Xu Chuan focused his attention on the paper in his hand and read it carefully.

After a moment, a strange color appeared in his eyes.

This time Xu Xiao was really right. If we want to use quantum theory to establish the analog conversion of neural signals and electrical signals for virtual reality technology, it will be really difficult.

So far, he has briefly flipped through the paper and found that although he does not know much about the biological part and the theoretical part of virtual reality technology. But as for mathematics, judging from the problems in the paper and the requirements for the model.

To solve these problems, at least three fields are involved: quantum measurement, Hamiltonian algorithm, and Schrödinger equation. This is still something in the quantum field, and how to transform it into a mathematical model and combine it with biology and virtual reality technology. These are all

trouble.

To solve these problems, let’s not talk about the modeling work. Just completing this mathematical work is not easy.

Not to mention other things, among the four, oh, no, five students he currently teaches, not even the two doctoral students Ding Rui and Tong Yang can handle this tool.

This chapter is not finished yet, please click on the next page to continue reading the exciting content! Even Gu Bing or Cai Penglai, who I have brought with me before, found it difficult to do this.

Among the people around him, the one who can really handle this model is probably the senior Liu Jiaxin who we were chatting with just now.

Oh, if you really think about it, Amelia, who I taught before and is now a professor at Princeton University, can probably handle it.

"It's interesting. This model is indeed quite difficult."

Looking at the paper, Xu Chuan touched his chin with a look of interest in his eyes.

This is not purely mathematical modeling, but also involves a lot of knowledge in the field of quantum mechanics. To do it perfectly, it is not enough to just master the principles of modeling.

At least you must have a certain understanding of quantum measurement, Hamiltonian algorithm, and Schrödinger equation in quantum mechanics.

"Right, brother, I said it's very, very difficult." Xu Xiao said angrily: "I went to the professor at the Cambridge Department of Mathematics, and he actually wanted to charge me 800,000 euros! It's just too much

blacken!"

"Eight hundred thousand euros?"

Xu Chuan smiled and said: "If 800,000 euros can solve your problem, I will give you 1.6 million euros."

"ah?"

Hearing this, Xu Xiao immediately opened his eyes wide and looked at Xu Chuan in confusion.

Xu Chuan smiled and shook his head and said: "As for the problem in your paper, modeling alone is a very troublesome task. Such a model involves multiple fields of mathematics, quantum mechanics, and biology.

As long as you do it well, 800,000 euros may be just a fraction."

"In addition to modeling, for your paper and the direction of your research, modeling does not mean that it is just built. The big data training of the model is the most important."

"Each model training costs a lot of money. Eight hundred thousand euros may only be enough to train dozens of times."

Hearing this, Xu Xiao suddenly frowned and sighed with a sad look on his face: "It's so difficult, brother."

Xu Chuan thought for a while and said, "It is indeed a bit difficult to use this as your doctoral thesis."

"But it's not impossible to do it. Don't you have a company in virtual reality technology? The company will handle it, and hand over the model processing work to the company, including the model and ownership, to the company. The company

I’ll provide you with models and experimental data for citation in your paper.”

Xu Xiao hesitated for a moment and asked: "Is this okay? Brother, this is the thesis I prepared for my PhD graduation. If I split the model... Professor Elvis wouldn't agree, right?"

Xu Chuan didn't pay attention, and said with a smile: "Just tell him that it was my request, and he will agree."

Xu Xiao said with a sad face: "But will Professor Elvis prevent me from graduating? Without a core mathematical model, is such a paper really possible? I don't want to delay it for a few years."

Although a doctoral thesis sounds very high-level, for academics, it is actually the same. They are all written for the supervisor.

The vast majority of master's and doctoral students are wage earners, and their names will basically only appear on the second work of their graduation thesis.

As for the first author and corresponding author, they belong to the supervisor under normal circumstances.

This kind of separation of the core part of the thesis is still very rare in academia, especially in graduate thesis.

Under normal circumstances, most doctoral students would not and would not dare to play like this. After all, if they really do this, the professor's goodwill will be instantly gone. Once the goodwill is gone, do you still want your diploma?

Xu Chuan smiled and said calmly: "If he stops you from graduating, just let him try."

.......

For Xu Chuan, a paper was nothing, and he didn't take it seriously.

But ownership of this mathematical model is necessary.

Because if he were to do it, the importance of this model is not low, and it can be said to be a core task for the development of virtual reality technology.

If the distinction is not made clearly now, in the future Xu Xiao's company, which is the company where he invested 200 million yuan in Xu Xiao's virtual reality technology research, makes achievements in this area, there may be disputes over the results.

.

And from another perspective, the emergence of controversy is still minor, and the core technology leakage is the key.

One of the cores of virtual reality technology, and can even be said to be the most important, is the simulation of neuron signals and the conversion of electrical signals, which is closely related to this model.

Generally speaking, if something like a mathematical model appears in a student's graduation thesis, most schools will require students to provide model code.
To be continued...