An On-Chip Learning Accelerator for Spiking Neural Networks using STT-RAM Crossbar Arrays

Keyphrases

• Spiking Neural Networks 100%
• Crossbar Array 100%
• On-chip Learning 100%
• Spin-transfer Torque Magnetic RAM (STT-MRAM) 100%
• Non-volatile Memory 33%
• Memory-based 16%
• High-throughput 16%
• Signal Communication 16%
• High Performance 16%
• Spiking Neurons 16%
• Hardware Accelerator 16%
• Router 16%
• Significant Region 16%
• Memory Technologies 16%
• Resistive Random Access Memory (ReRAM) 16%
• Phase Change Random Access Memory (PCRAM) 16%
• Decoder 16%
• RAM Cell 16%
• 20-High 16%
• Learning Management System 16%
• Weight Update 16%
• Communication Framework 16%
• Digital Logic 16%
• Power Limit 16%
• Memory Phases 16%
• Peripheral Circuits 16%
• Computational Cores 16%
• Crossbar Memory 16%
• Neuron Weight 16%
• Single-bit 16%

Computer Science

• Neural Network 100%
• Non-Volatile Memory 66%
• High Throughput 33%
• Hardware Accelerator 33%
• Memory Technology 33%
• Resistive Memory 33%
• Learning Platform 33%