XOR-CiM: An Efficient Computing-in-SOT-MRAM Design for Binary Neural Network Acceleration

Keyphrases

• Magnetic Random Access Memory 100%
• Binary Neural Network 100%
• In-memory 100%
• Memory Design 100%
• Spin-orbit Torque 100%
• Efficient Computing 100%
• Neural Network Acceleration 100%
• Energy Consumption Reduction 16%
• Massively Parallel 16%
• Convolutional Layer 16%
• Ultra-wide Bandwidth 16%
• High Energy Efficiency 16%
• Switching Behavior 16%
• Neural Network Inference 16%
• Inference Accuracy 16%
• Computational Cores 16%
• Polarity Switching 16%
• Digital Computing 16%

Computer Science

• Random Access Memory 100%
• Neural Network 100%
• Memory Design 100%
• Energy Consumption 50%
• Energy Efficiency 50%
• Speed-up 50%
• Convolutional Layer 50%
• Network Inference 50%

Engineering

• Random Access Memory 100%
• Reducing Energy Consumption 50%
• High Energy Efficiency 50%
• Convolutional Layer 50%