A highly scalable Self-organizing Map accelerator on FPGA and its performance evaluation.
Yusuke YamagiwaYuki KawaharaKenji KanazawaMoritoshi YasunagaPublished in: Artif. Life Robotics (2024)
Keyphrases
- highly scalable
- self organizing maps
- field programmable gate array
- hardware implementation
- neural network
- competitive learning
- embedded systems
- unsupervised learning
- input data
- parallel computing
- data partitioning
- neural gas
- som neural network
- topology preserving
- image processing algorithms
- probabilistic neural network
- growing self organizing map
- k means
- feature maps
- artificial neural networks
- data mining