Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators

Computer Science

• Architecture Design 20%
• Artificial Neural Network 20%
• Deep Learning 20%
• Design-Space Exploration 100%
• Energy Consumption 20%
• Experimental Result 20%
• Hardware Architecture 20%
• Hardware Design 40%
• Hardware Performance 20%
• Hardware Resource 60%
• Network Design 20%
• Network Topology 20%
• Neural Network 100%
• Sparsity 100%
• Trade-off Point 20%

Engineering

• Accurate Simulation 20%
• Artificial Neural Network 20%
• Deep Learning 20%
• Design Accelerator 20%
• Design Choice 40%
• Design Space 100%
• Experimental Result 20%
• Model Parameter 40%
• Network Topology 20%
• Reducing Energy Consumption 20%
• Sparsity 100%
• Spike Train 40%

Keyphrases

• Train Length 25%