Picture for Ourania Spantidi

Ourania Spantidi

Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration

Add code
Jul 25, 2022
Figure 1 for Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
Figure 2 for Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
Figure 3 for Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
Figure 4 for Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
Viaarxiv icon

Positive/Negative Approximate Multipliers for DNN Accelerators

Add code
Jul 20, 2021
Figure 1 for Positive/Negative Approximate Multipliers for DNN Accelerators
Figure 2 for Positive/Negative Approximate Multipliers for DNN Accelerators
Figure 3 for Positive/Negative Approximate Multipliers for DNN Accelerators
Figure 4 for Positive/Negative Approximate Multipliers for DNN Accelerators
Viaarxiv icon

Reliability-Aware Quantization for Anti-Aging NPUs

Add code
Mar 08, 2021
Figure 1 for Reliability-Aware Quantization for Anti-Aging NPUs
Figure 2 for Reliability-Aware Quantization for Anti-Aging NPUs
Figure 3 for Reliability-Aware Quantization for Anti-Aging NPUs
Figure 4 for Reliability-Aware Quantization for Anti-Aging NPUs
Viaarxiv icon

Control Variate Approximation for DNN Accelerators

Add code
Feb 18, 2021
Figure 1 for Control Variate Approximation for DNN Accelerators
Figure 2 for Control Variate Approximation for DNN Accelerators
Figure 3 for Control Variate Approximation for DNN Accelerators
Figure 4 for Control Variate Approximation for DNN Accelerators
Viaarxiv icon