Ahmet Inci
Cited by
Cited by
DeepNVM++: Cross-layer modeling and optimization framework of non-volatile memories for deep learning
A Inci, MM Isgenc, D Marculescu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
DeepNVM: A framework for modeling and analysis of non-volatile memory technologies for deep learning applications
AF Inci, MM Isgenc, D Marculescu
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems
A Inci, E Bolotin, Y Fu, G Dalal, S Mannor, D Nellans, D Marculescu
arXiv preprint arXiv:2012.04210, 2020
Computational analysis of network activity and spatial reach of sharp wave-ripples
S Canakci, MF Toy, AF Inci, X Liu, D Kuzum
PloS one 12 (9), e0184542, 2017
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators
A Inci, SG Virupaksha, A Jain, VV Thallam, R Ding, D Marculescu
2nd On-Device Intelligence Workshop, MLSys'21, 2021
Cross-Layer Design Space Exploration of NVM-based Caches for Deep Learning
A Inci, MM Isgenc, D Marculescu
12th Non-Volatile Memories Workshop (NVMW), 2021
QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration
A Inci, S Virupaksha, A Jain, TW Chin, V Thallam, R Ding, D Marculescu
ACM Transactions on Embedded Computing Systems 22 (2), 1-21, 2023
Efficient deep learning using non-volatile memory technology
A Inci, MM Isgenc, D Marculescu
arXiv preprint arXiv:2206.13601, 2022
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality
A Inci, SG Virupaksha, A Jain, VV Thallam, R Ding, D Marculescu
Machine Learning for Computer Architecture and Systems Workshop, ISCA'21, 2021
Solving the non-volatile memory conundrum for deep learning workloads
A Inci, D Marculescu
8th Workshop on Architectures and Systems for Big Data (ASBD), ISCA, 2018
Scalable and Efficient Systems for Deep Learning
AF Inci
Carnegie Mellon University, 2022
Efficient Deep Learning Using Non-volatile Memory Technology in GPU Architectures
A Inci, MM Isgenc, D Marculescu
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing …, 2023
Specializing Neural Networks for Heterogeneous Systems
DD Loh, L Meng, S Naveen, E Kunze, AF Inci
US Patent App. 16/724,849, 2021
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