I want to get started with the mathematical formula of the human brain's neural network. What should I do?

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I want to get started with the mathematical formula of the human brain's neural network. What should I do? [Copy link]

 

I want to get started with the mathematical formula of the human brain's neural network. What should I do?

宁静爱泉

Understanding how the human brain's neural networks work is a complex and fascinating field. Although we do not yet fully understand all aspects of the brain's neural networks, there are some models and theories that can help us get started. Here are some steps to get started with the human brain's neural network:

1. Study the neurobiological basis of :

   • Understanding the basic structure and function of the human brain is the first step to getting started. Learn the basics of neurobiology, including the composition and working principles of neurons, synapses, and neural networks.

2. Learn about the structure and function of the brain :

   • Learn about the different areas of the brain and their functions, such as the cortex, brainstem, cerebellum, etc. Understand how the different areas are connected and how information is transferred between them.

3. Study how neurons work :

   • Neurons are the basic units of neural networks. Understanding the structure and function of neurons is the key to understanding neural networks. Learn about the excitability and inhibition of neurons, the generation and propagation of action potentials, etc.

4. Understand the connections and regulation of neural networks :

   • Learn about the connections between neurons, including excitatory and inhibitory synapses. Understand synaptic plasticity and regulatory mechanisms, such as long-term time-dependent shaping and pre- and post-synaptic inhibition.

5. Study electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) :

   • Electroencephalography and functional magnetic resonance imaging are important tools for studying brain activity, which can help us observe the activity patterns of the brain in different tasks and states.

6. Explore research findings from neuroscience and cognitive science :

   • Read relevant neuroscience and cognitive science research papers and books to learn about the latest research results and theories on brain neural networks.

7. Try building a simple neural network model :

   • Use computers to simulate the working principles of neural networks and try to build simple neural network models, such as perceptron models or simple multi-layer neural network models.

8. Participate in relevant courses or lectures :

   • Take university or online courses to learn about neuroscience and computational neuroscience. You can also attend seminars or lectures to communicate and learn from professionals.

9. Continuous learning and practice :

   • Understanding the human brain neural network is a long-term learning process that requires continuous learning and practice. It is very important to maintain curiosity and a spirit of exploration.

By following the steps above, you can gradually build up your understanding of the neural networks of the human brain and explore this fascinating field. Good luck with your studies!

DL羊羊

Understanding the human brain neural network requires deep research in the fields of neuroscience and computational neuroscience. Although our understanding of the human brain is far from complete, there are some basic concepts and models that can help us get started:

1. Neuron: The basic unit of the human brain is the neuron. Neurons are connected to each other through synapses, transmitting electrical and chemical signals. Understanding the structure and function of neurons is the basis for understanding neural networks.

2. Neural network structure: The neural network in the human brain is composed of a large number of neurons, which are connected together through synapses to form a complex network structure. These network structures include different areas and layers for processing different types of information and performing different functions.

3. Brain region functions: Different regions in the human brain are responsible for processing different types of information and performing different functions. For example, the visual cortex is responsible for processing visual information, the motor cortex is responsible for controlling movement, etc. Understanding the functions of different brain regions and how they are connected to each other is important for understanding how neural networks work.

4. Learning and Memory: The human brain has the ability to learn and remember, which is achieved through synaptic connections and electrical signal transmission between neurons. Understanding the neural mechanisms of learning and memory can help us design and understand the learning algorithms of artificial neural networks.

5. Neural network models: Many artificial neural network models have been proposed in the field of computational neuroscience, such as perceptron, multi-layer perceptron, convolutional neural network, recurrent neural network, etc. Learning the principles and applications of these models can help us understand the neural network of the human brain.

To gain a deeper understanding of the neural network of the human brain, you can read books, papers and courses in the fields of neuroscience and computational neuroscience, and you can also participate in related research projects and discussions. Gradually accumulate knowledge and experience, and delve into the structure and function of the neural network of the human brain.

chinapxf

Understanding the human brain neural network is a very complex and in-depth field, but you can get started by following these steps:

1. Learn the basics of neuroscience: The first step is to understand the basic structure of the human brain, the functions of neurons, and the organization and operation of neural networks. You can learn these basics by reading relevant neuroscience textbooks, academic papers, or online resources.

2. Learn about artificial neural networks: Learning about artificial neural networks is one of the important ways to understand the neural networks of the human brain. Artificial neural networks are computational models designed based on the human brain's neural networks. They achieve learning and decision-making by simulating the connections and information transfer between neurons. You can learn the basic principles, common types, and application areas of artificial neural networks.

3. Learn about deep learning: Deep learning is a machine learning method based on artificial neural networks that has achieved major breakthroughs in many fields. Deep learning models are usually composed of multiple layers of neurons that can automatically learn and extract features from data. Learning deep learning can help you gain a deeper understanding of the working principles and capabilities of neural networks.

4. Take relevant courses or training: There are many online courses and training programs that provide introductory and in-depth learning opportunities about human brain neural networks and artificial neural networks. You can choose some suitable courses and follow the guidance of experts to systematically learn relevant knowledge and skills.

5. Read relevant literature and research papers: Reading relevant academic papers, research reports and popular science books is one of the important ways to understand the neural network of the human brain. By reading the latest research results and progress, you can understand the frontiers and trends of current research and explore the structure and function of the neural network of the human brain in depth.

6. Practical projects and simulation experiments: It is very important to consolidate what you have learned through practical projects and simulation experiments. You can try to build and train simple artificial neural network models to simulate certain functions or behaviors of human brain neural networks, so as to deepen your understanding of their working principles and capabilities.

7. Communicate and collaborate with experts in the field: Communicating and collaborating with neuroscientists, artificial intelligence researchers, and experts in related fields is one of the important ways to learn in depth. By sharing your ideas, opinions, and project results with them, you can get feedback and guidance, and continuously expand your knowledge and horizons.

By following the above steps, you can gradually build up your understanding and skills of the human brain neural network and explore deeper research and application areas. I wish you progress in your studies!