MindMap Gallery AI Technology Tree
This is a mind map about the AI technology tree, with the main contents including: future trends of AI, AI education and training, AI research and development, AI ethics and regulations, AI hardware technology, AI application fields, and AI basic theory.
Edited at 2025-03-06 14:51:37Rumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
Rumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
AI Technology Tree
Basic AI Theory
Machine Learning
Supervised learning
Linear regression
Logical regression
Support Vector Machine (SVM)
Unsupervised learning
Clustering Analysis
K-means
Hierarchical clustering
Principal Component Analysis (PCA)
Reinforcement learning
QStudy
Policy gradient method
Deep Learning
Convolutional Neural Network (CNN)
Image recognition
Video Analysis
Recurrent Neural Network (RNN)
Natural Language Processing
Time series prediction
Generative Adversarial Network (GAN)
Image generation
Data Enhancement
Transfer learning
Pre-trained model
Fine-tuning technology
Algorithm optimization
Genetic Algorithm
Particle Swarm Optimization (PSO)
Gradient descent optimization
Adam
RMSprop
AI application field
Medical Health
Disease diagnosis
Medical imaging analysis
Gene sequence analysis
Drug development
Drug Molecular Simulation
Clinical trial data analysis
Autonomous driving
Perception system
LiDAR (LIDAR)
Camera visual processing
Decision making system
Path planning
Behavior prediction
Financial Technology
Risk Management
Credit Score
Market risk forecast
Smart investment consultant
Asset allocation suggestions
Quantitative trading strategies
Intelligent manufacturing
Quality inspection
Defect identification
Automatic inspection
Supply Chain Optimization
Demand forecast
Inventory Management
Smart City
Traffic Management
Traffic flow forecast
Intelligent signal control
Public Safety
Video surveillance analysis
Disaster warning system
AI hardware technology
Special AI chips
GPU
Parallel computing capability
Deep Learning Acceleration
TPU
Tensor processing unit
Cloud service optimization
Edge computing devices
Smart sensors
Data collection
Real-time processing
Edge Server
Data Cache
Local decision support
Quantum computing
Qubit
Quantum superposition
Quantum entanglement
Quantum algorithm
Shor algorithm
Grover algorithm
AI Ethics and Regulations
Data privacy protection
Encryption technology
Homomorphic encryption
Zero knowledge proof
Laws and regulations
GDPR
CCPA
Artificial Intelligence Governance
Ethical Code
transparency
Fairness
Regulatory framework
AI regulators
Industry Standards Development
AI Research and Development
Open source projects and platforms
TensorFlow
PyTorch
Keras
Academic research institutions
University Laboratory
MIT CSAIL
Stanford University AI Lab
Private research institute
OpenAI
DeepMind
Corporate R&D Department
Google AI
Microsoft AI
Amazon AI
AI Education and Training
Online course platform
Coursera
edX
Udacity
Academic Courses
Undergraduate Courses
Basics of Computer Science
Introduction to Artificial Intelligence
Postgraduate courses
Deep Learning
Natural Language Processing
Practical training camp
Bootcamp
Competition Platform
Kaggle
AI Challenger
Future trends of AI
Independent learning system
Meta-learning
Learn how to learn
Adapt to new tasks
Lifelong learning AI
Continuously update the knowledge base
Dynamically adapt to environmental changes
Human-computer collaboration
Augmented Reality (AR)
Interactive interface
Real-time information overlay
Virtual Assistant
Voice interaction
Smart home control
Interdisciplinary integration
Bioinformatics
Gene editing technology
Biodata analysis
Neuroscience
Brain-computer interface
Cognitive model research
Explainable AI
Model transparency
Visualization of the decision-making process
Improved interpretability
Trusted AI
Security Verification
Follow ethical standards
Green AI
Energy-saving algorithm
Algorithm optimization reduces energy consumption
Hardware energy-saving technology
Sustainable Development
Environmental Impact Assessment
Social responsibility practice