Ardalan Najafi

25 papers C 2Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rescaling-Aware Training for Efficient Deployment of Deep Learning Models on Full-Integer Hardware.
CoRR
Lion Mueller, Alberto García Ortiz, Ardalan Najafi, Adam Fuks, Lennart Bamberg
2024 J jnl
Exploiting Neural-Network Statistics for Low-Power DNN Inference.
IEEE Open J. Circuits Syst.
Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
2023 — conf
(POSTER)DNN Task Allocation for Edge-Aided IoT.
DCOSS-IoT
Wanli Yu, Yanqiu Huang, Ardalan Najafi, Jinming Sun, Yarib Nevarez, Alberto García-Ortiz
2023 — conf
Acoustic Emission Source Localization using Approximate Discrete Wavelet Transform.
MOCAST
Ardalan Najafi, Wanli Yu, Yarib Nevarez, Amir Najafi, Andreas Beering, Karl-Ludwig Krieger, Alberto García Ortiz
2023 — conf
Approximate Computing in Critical Applications: ECG Arrhythmia Classification.
MOCAST
Ardalan Najafi, Amir Najafi, Julia Müller, Wanli Yu, Alberto García Ortiz
2023 J jnl
CNN Sensor Analytics With Hybrid-Float6 Quantization on Low-Power Embedded FPGAs.
IEEE Access
Yarib Nevarez, Andreas Beering, Amir Najafi, Ardalan Najafi, Wanli Yu, Yizhi Chen, Karl-Ludwig Krieger, Alberto García Ortiz
2023 — conf
Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks.
MOCAST
Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz
2023 J jnl
Exploiting Neural-Network Statistics for Low-Power DNN Inference.
CoRR
Lennart Bamberg, Ardalan Najafi, Alberto García-Ortiz
2022 — conf
Learning-Based On-Chip Parallel Interconnect Delay Estimation.
MOCAST
Amir Najafi, Ardalan Najafi, Yarib Nevarez, Alberto García-Ortiz
2021 J jnl
Combination of Task Allocation and Approximate Computing for Fog-Architecture-Based IoT.
IEEE Internet Things J.
Wanli Yu, Ardalan Najafi, Yanqiu Huang, Alberto García-Ortiz
2020 — conf
On the Effects of Data Distribution on Small-error Approximate Adders.
MOCAST
Yizhi Chen, Ardalan Najafi, Alberto García Ortiz
2020 C conf
Stochastic Mixed-PR: A Stochastically-Tunable Low-Error Adder.
ISCAS
Ardalan Najafi, Alberto García-Ortiz
2020 J jnl
Stochastic Mixed-PR: A Stochastically-Tunable Low-Error Adder.
IEEE Trans. Circuits Syst. II Express Briefs
Ardalan Najafi, Alberto García-Ortiz
2020 J jnl
Stochastic Wave-Pipelined On-Chip Interconnect.
IEEE Trans. Circuits Syst. II Express Briefs
Amir Najafi, Ardalan Najafi, Alberto García Ortiz
2020 C conf
TAAC: Task Allocation Meets Approximate Computing for Internet of Things.
ISCAS
Wanli Yu, Ardalan Najafi, Yarib Nevarez, Yanqiu Huang, Alberto García-Ortiz
2019 J jnl
FLINT+: A runtime-configurable emulation-based stochastic timing analysis framework.
Integr.
Moritz Weißbrich, Lukas Gerlach, Holger Blume, Ardalan Najafi, Alberto García Ortiz, Guillermo Payá-Vayá
2019 J jnl
Integer-Value Encoding for Approximate On-Chip Communication.
IEEE Access
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
2019 — conf
Reliability of an Industrial Wireless Communication System using Approximate Units.
PATMOS
Mingjie Hao, Ardalan Najafi, Alberto García Ortiz, Ludwig Karsthof, Steffen Paul, Jochen Rust
2018 J jnl
Coherent Design of Hybrid Approximate Adders: Unified Design Framework and Metrics.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Ardalan Najafi, Moritz Weißbrich, Guillermo Payá-Vayá, Alberto García Ortiz
2018 — conf
Misalignment-aware delay modeling of narrow on-chip interconnects considering variability.
MOCAST
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
2018 J jnl
Systematic Design of an Approximate Adder: The Optimized Lower Part Constant-OR Adder.
IEEE Trans. Very Large Scale Integr. Syst.
Ayad Dalloo, Ardalan Najafi, Alberto García Ortiz
2017 — conf
A fair comparison of adders in stochastic regime.
PATMOS
Ardalan Najafi, Moritz Weißbrich, Guillermo Payá Vayá, Alberto García Ortiz
2017 — conf
FLINT+: A runtime-configurable emulation-based stochastic timing analysis framework.
PATMOS
Moritz Weißbrich, Guillermo Payá-Vayá, Lukas Gerlach, Holger Blume, Ardalan Najafi, Alberto García Ortiz
2016 — conf
Energy modeling of coupled interconnects including intrinsic misalignment effects.
PATMOS
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
2014 — conf
High-speed energy-efficient 5: 2 compressor.
MIPRO
Ardalan Najafi, Somayeh Timarchi, Amir Najafi