BloomCA: A Memory Efficient Reservoir Computing Hardware Implementation Using Cellular Automata and Ensemble Bloom Filter.
Dehua LiangMasanori HashimotoHiromitsu AwanoPublished in: DATE (2021)
Keyphrases
- memory efficient
- cellular automata
- hardware implementation
- bloom filter
- reservoir computing
- recurrent neural networks
- data structure
- signal processing
- neural network
- efficient implementation
- record linkage
- cellular automaton
- cellular automata model
- software implementation
- discrete dynamical systems
- dedicated hardware
- lattice gas
- image processing algorithms
- fpga implementation
- learning algorithm
- external memory
- pattern formation
- index structure
- membership queries
- training set
- feature selection
- field programmable gate array
- chaotic dynamics
- traffic flow
- privacy preserving
- structured data
- data model
- fpga device
- feed forward