Alert button
Picture for Siqi Yan

Siqi Yan

Alert button

Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning

Aug 10, 2023
Ali Cem, Ognjen Jovanovic, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros

Figure 1 for Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning
Figure 2 for Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning
Figure 3 for Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning
Figure 4 for Addressing Data Scarcity in Optical Matrix Multiplier Modeling Using Transfer Learning
Viaarxiv icon

Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning

Nov 29, 2022
Ali Cem, Ognjen Jovanovic, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros

Figure 1 for Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning
Figure 2 for Data-efficient Modeling of Optical Matrix Multipliers Using Transfer Learning
Viaarxiv icon

Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers

Oct 17, 2022
Ali Cem, Siqi Yan, Yunhong Ding, Darko Zibar, Francesco Da Ros

Figure 1 for Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers
Figure 2 for Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers
Figure 3 for Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers
Figure 4 for Data-driven Modeling of Mach-Zehnder Interferometer-based Optical Matrix Multipliers
Viaarxiv icon

Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs

Nov 23, 2021
Ali Cem, Siqi Yan, Uiara Celine de Moura, Yunhong Ding, Darko Zibar, Francesco Da Ros

Figure 1 for Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs
Figure 2 for Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs
Figure 3 for Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs
Viaarxiv icon

Captum: A unified and generic model interpretability library for PyTorch

Sep 16, 2020
Narine Kokhlikyan, Vivek Miglani, Miguel Martin, Edward Wang, Bilal Alsallakh, Jonathan Reynolds, Alexander Melnikov, Natalia Kliushkina, Carlos Araya, Siqi Yan, Orion Reblitz-Richardson

Figure 1 for Captum: A unified and generic model interpretability library for PyTorch
Figure 2 for Captum: A unified and generic model interpretability library for PyTorch
Figure 3 for Captum: A unified and generic model interpretability library for PyTorch
Figure 4 for Captum: A unified and generic model interpretability library for PyTorch
Viaarxiv icon