A simulated spike-based accelerator with spatiotemporal dispatch and sparsity-aware training claims 15.1x to 150.87x better energy-delay product than a prior SNN systolic baseline.
Parallel time batching: Systolic-array acceleration of sparse spiking neural computation,
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SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks
A simulated spike-based accelerator with spatiotemporal dispatch and sparsity-aware training claims 15.1x to 150.87x better energy-delay product than a prior SNN systolic baseline.