Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices.
Christoph GerumAdrian FrischknechtTobias HaldPaul Palomero BernardoKonstantin LübeckOliver BringmannPublished in: CoRR (2022)
Keyphrases
- neural network
- processing capabilities
- real time
- reconfigurable hardware
- low cost
- embedded systems
- embedded devices
- field programmable gate array
- mobile devices
- data processing
- optimization algorithm
- back propagation
- processing units
- multimedia
- low power
- computer systems
- ultra low power
- massively parallel
- high end
- image reconstruction from projections
- central processor
- hardware and software
- personal computer
- fuzzy logic
- genetic algorithm
- image processing
- highly non linear
- low end
- optimization problems
- signal processing
- image sensor
- visual information
- memory management
- hardware software
- hardware architecture
- high speed
- camera phones
- self organizing maps