Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach.
Xuda ZhouZidong DuQi GuoShaoli LiuChengsi LiuChao WangXuehai ZhouLing LiTianshi ChenYunji ChenPublished in: MICRO (2018)
Keyphrases
- cooperative
- neural network
- hardware design
- computer systems
- personal computer
- hardware platforms
- embedded systems
- low cost
- software implementation
- blue gene
- pattern recognition
- control unit
- hardware software
- hardware designs
- user interface
- software systems
- high end
- dedicated hardware
- software tools
- fuzzy logic
- control software
- computing platform
- real time
- computing systems
- software development
- multi agent systems
- industry standard
- commercial off the shelf
- reconfigurable hardware
- software design
- hardware implementation
- fractal dimension
- multi layer
- artificial neural networks
- software maintenance
- self organizing maps
- software architecture
- protection schemes
- genetic algorithm
- image processing
- hardware description language
- high dimensional
- fault diagnosis
- data acquisition
- computer hardware
- feed forward
- neural nets
- software projects
- training process
- software developers