A hybrid dense/sparse FPGA accelerator shows that quantization increases SNN sparsity and that direct coding beats rate coding in both accuracy and energy.
Deepfire2: A convolutional spiking neural network accelerator on fpgas,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AR 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Exploring the Sparsity-Quantization Interplay on a Novel Hybrid SNN Event-Driven Architecture
A hybrid dense/sparse FPGA accelerator shows that quantization increases SNN sparsity and that direct coding beats rate coding in both accuracy and energy.