AI
Hardware
The AI Hardware Problem
-
Frank
- February 16, 2021
- AI
- ai asics
- ai chips
- AI on GPU
- analog ai
- analog neural networks
- ann
- artificial intelligence
- artificial intelligence chips
- artificial neural networks
- Convolutional Neural Networks
- google TPU
- GPU
- GPU AI
- GPU neural networks
- Machine Learning
- machine vision
- magnetic ram
- magneto resistive memory
- MRAM
- MRRAM
- Neural Networks
- neuron
- PCM
- phase change memory
- tensor
- tensor flow
- tensor processing unit
- weights
The abundance of automation and tooling made it relatively manageable to scale designs in complexity and performance as demand grew. However, the power being consumed by AI and machine learning applications cannot feasibly grow as is on existing processing architectures. Where do we go from here? New Mind explores.
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