Compact Probabilistic Poisson Neuron based on Back-Hopping Oscillation in STT-MRAM for All-Spin Deep Spiking Neural Network

Keyphrases

• Oscillation 100%
• Poisson 100%
• Spin-transfer Torque Magnetic RAM (STT-MRAM) 100%
• Backhopping 100%
• Recurrent Spiking Neural Networks 100%
• Duty Cycle 33%
• Hardware Efficiency 33%
• Circuit Design 33%
• Bias Dependence 33%
• Local Joule Heating 33%
• Deep Neural Network 33%
• MNIST 33%
• Spin-transfer Torque Effect 33%
• Spiking Neural Networks 33%
• Spike Trains 33%
• Integrate-and-fire 33%
• Neuron Circuit 33%
• CMOS Neuron 33%
• Deep SNNs 33%
• Macrospin 33%
• Heating Transfer 33%
• Neural Network Hardware 33%

Engineering

• Spin Transfer 100%
• Duty Cycle 33%
• Circuit Design 33%
• Enabling Technology 33%
• Spike Train 33%
• Deep Neural Network 33%
• Resistance Heating 33%