Efficient Neuromorphic Hardware Through Spiking Temporal Online Local Learning

Keyphrases

• Local Learning 100%
• Neuromorphic Hardware 100%
• Neuromorphic System 66%
• High Performance 33%
• Sparsity 33%
• On chip 33%
• Parallelization 33%
• Performance Metrics 33%
• Hardware Architecture 33%
• Alignment Method 33%
• Digital Systems 33%
• Learning Scheme 33%
• Time Application 33%
• Low Latency 33%
• Training Algorithm 33%
• Hardware System 33%
• Hardware Efficiency 33%
• Spike-timing-dependent Plasticity 33%
• Network Size 33%
• Spiking Neural Networks 33%
• Temporal Input 33%
• Linear Growth Rate 33%
• Neural Network Training 33%
• Learnability 33%
• Fast Training 33%
• Training Error 33%
• Process Level 33%
• Operational Level 33%
• Training Intensity 33%
• On-chip Training 33%
• Biologically Plausible Learning 33%
• Classification Weight 33%
• Direct Feedback Alignment 33%
• Local Training 33%
• Plasticity Methods 33%

Computer Science

• training algorithm 100%
• Sparsity 50%
• Performance Metric 50%
• Hardware Architecture 50%
• Digital System 50%
• Parallelism 50%
• Real-Time Application 50%
• Training Error 50%
• Learning Scheme 50%
• Neural Network Training 50%