Power-Efficient Deep Neural Networks with Noisy Memristor Implementation

Keyphrases

• Power Efficient 100%
• Memristor 100%
• Efficient Deep Neural Networks 100%
• Conductance 66%
• Deep Neural Network 66%
• Mean Squared Error 33%
• Covariance 33%
• Power Efficiency 33%
• Efficiency Gain 33%
• Mean-variance 33%
• Crossbar 33%
• Network Utilization 33%
• Second-order Moment 33%
• Noisy Computation 33%
• Via Optimization 33%
• Nonlinear Computation 33%
• Value Variation 33%
• KKT Conditions 33%

Engineering

• Deep Neural Network 100%
• Simulation Result 33%
• Mean-Squared-Error 33%
• Electric Power Utilization 33%
• Target Value 33%
• Cross Bar 33%