Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality
Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, Won-Mook Kang, Soochang Lee, Seongbin Oh, Chul-Heung Kim, Jong‐Ho Bae, Byung‐Gook Park, Jong‐Ho Lee
Topics & Concepts
MNIST databaseComputer scienceBackpropagationSpiking neural networkArtificial neural networkWord error rateComputer hardwareAlgorithmEmbedded systemArtificial intelligenceAdvanced Memory and Neural ComputingNeural dynamics and brain functionNeuroscience and Neural Engineering