Developments in AI Inferencing and Implications for Edge and Edge Infrastructure Processors

Executive Snapshot

• Figure: Executive Snapshot: Developments in AI Inferencing and Implications for Edge and Edge Infrastructure Processors

New Market Developments and Dynamics

• Types of AI Networks and Mechanisms

• Feedforward Neural Networks

• Recurrent Neural Networks

• Convolutional Neural Networks

• Generative Adversarial Networks

• Attention Mechanism

• Transformer Neural Networks

• Graph Neural Networks

• Other Compute Requirements

• Parallel Processing

• Memory Access

• Interconnect (I/O)

• Precision

• Architectures Addressing the Challenges

• Digital Signal Processor

• Graphics Processing Unit

• Neural Processing Unit

• Field-Programmable Gate Array

• Methods of Adding in AI Blocks

• Integration

• Discrete Accelerator

• Multi-Die SoCs

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• Related Research

• Synopsis