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AI Chips - Coggle Diagram
AI Chips
AI chips - classification
ASICs (Application-specific integrated circuits)
FPGAs (Field-programmable gate arrays)
Graphics processing unit (GPU)- vector
Central processing unit (CPU)- scalar
Others
Training chips
Inference chips
Artificial intelligence processor
Data processing techniques
Low-Precision Computing
Parallel Computing
Memory Optimization
Others
Domain-Specific Languages
AI accelerator chips
Spatial accelerators, such as Google’s Tensor Processing Unit (TPU)
Massively multicore scalar processors
Graphics processing units - GPUs
Others
Algorithm
Generative models
Machine learning
Transfer learning algorithm
Artificial intelligence
Deep learning
Unsupervised Learning
Supervised learning algorithms
Others
Reinforcement algorithm
AI Chip Applications
Energy and utility
Telecommunication
Smart cities-smart homes
Retail industry
Security and surveillaince
Financial
Education
Healthcare
Robotics
Automotive
Others
Wearable technologies
Natural Language Processing (NLP)
Computer Vision
AI chip - components
Static RAM - SRAM
Interconnect Fabric
Wafer chips
Analog memory-based technologies
Central Processing Unit - CPU
Power management unit
Input/Output blocks
MAC units
Neural Processing Unit - NPU
Controllers
Control unit
Others
AI chip - stack
Software
Tools
Others
Hardware
AI model
Support vector machine
Rule based model
Regression model
Nearest neighbour
Tree based model
Neural Network
Non-gaussian outcome
Random forest
Others
AI Chip Memory
On chip memory (SRAM)
High bandwidth memory (HBM)
Graphics DDR SDRAM (GDDR SDRAM)
Dynamic Random Access Memory (DRAM)
Processing-in-memory (PIM)
Others
AI chip architecture
Neuromorphic chip architectures
ARM architecture (RISC)
X86 architecture (CISC)
Optimal processors
Memory arrays
Security
Real-time data connectivity
Others