Bit-serial Weight Pools: Compression and Arbitrary Precision Execution of Neural Networks on Resource Constrained Processors.
Shurui LiPuneet GuptaPublished in: MLSys (2022)
Keyphrases
- resource constrained
- neural network
- sensor networks
- wireless sensor networks
- resource constraints
- parallel execution
- visual sensor networks
- artificial neural networks
- resource limitations
- image compression
- embedded systems
- multipath
- rfid tags
- frequency domain
- energy consumption
- sensor nodes
- smart card
- neural network model
- computational complexity
- data sets