A unipolar-based stochastic lif neuron design for low-cost spiking neural network

Keyphrases

• Spiking Neural Networks 100%
• Stochastic Computing 80%
• Deep Neural Network 30%
• Neural Network Design 20%
• Power Issue 20%
• Computing Accuracy 20%
• Low Power Consumption 10%
• Pruning 10%
• Power Consumption 10%
• Real-world Application 10%
• High Power 10%
• Block Method 10%
• Neural Network Method 10%
• System Power Consumption 10%
• Encoding Method 10%
• Small Area 10%
• Area Overhead 10%
• Area Cost 10%
• Design Challenges 10%
• Computing Methods 10%
• Rate Coding 10%
• Intrinsic Features 10%
• Neural Network Hardware 10%
• Non-stochastic 10%
• Neuron Model 10%
• Spike Transmission 10%
• Numerical Operations 10%
• Non-difference 10%

Engineering

• Deep Neural Network 100%
• Electric Power Utilization 50%
• Low Power Consumption 25%
• Real World Application 25%
• Encoding Method 25%
• Area Overhead 25%

Computer Science

• Neural Network 100%
• Deep Neural Network 40%
• Power Consumption 20%
• Network Design 20%
• World Application 10%
• Low Power Consumption 10%
• Design Challenge 10%
• Spike Transmission 10%
• Computer Hardware 10%