Picture for Kostas Siozios

Kostas Siozios

Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons

Add code
Dec 29, 2023
Viaarxiv icon

Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization

Add code
Dec 23, 2023
Viaarxiv icon

Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits

Add code
Mar 15, 2022
Figure 1 for Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
Figure 2 for Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
Figure 3 for Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
Figure 4 for Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
Viaarxiv icon

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch

Add code
Mar 08, 2022
Figure 1 for AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch
Figure 2 for AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch
Figure 3 for AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch
Figure 4 for AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch
Viaarxiv icon