Ahmet Inci

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Pareto Optimality

Mathematical Framework

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Nonvolatile Memories for Deep Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality. CoRR (2022)
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators. CoRR (2022)
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration. CoRR (2022)
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
Efficient Deep Learning Using Non-Volatile Memory Technology. CoRR (2022)
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning. CoRR (2020)