Ardalan Najafi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Topics

Wavelet Transform

Spiking Neural Networks

Source Localization

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
Exploiting Neural-Network Statistics for Low-Power DNN Inference. IEEE Open J. Circuits Syst. 5 (2024)
Lennart Bamberg, Ardalan Najafi, Alberto García-Ortiz
Exploiting Neural-Network Statistics for Low-Power DNN Inference. CoRR (2023)
Ardalan Najafi, Amir Najafi, Julia Müller, Wanli Yu, Alberto García Ortiz
Approximate Computing in Critical Applications: ECG Arrhythmia Classification. MOCAST (2023)
Ardalan Najafi, Wanli Yu, Yarib Nevarez, Amir Najafi, Andreas Beering, Karl-Ludwig Krieger, Alberto García Ortiz
Acoustic Emission Source Localization using Approximate Discrete Wavelet Transform. MOCAST (2023)
Yarib Nevarez, Andreas Beering, Amir Najafi, Ardalan Najafi, Wanli Yu, Yizhi Chen, Karl-Ludwig Krieger, Alberto García Ortiz
CNN Sensor Analytics With Hybrid-Float6 Quantization on Low-Power Embedded FPGAs. IEEE Access 11 (2023)
Wanli Yu, Yanqiu Huang, Ardalan Najafi, Jinming Sun, Yarib Nevarez, Alberto García-Ortiz
(POSTER)DNN Task Allocation for Edge-Aided IoT. DCOSS-IoT (2023)
Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz
Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks. MOCAST (2023)
Amir Najafi, Ardalan Najafi, Yarib Nevarez, Alberto García-Ortiz
Learning-Based On-Chip Parallel Interconnect Delay Estimation. MOCAST (2022)
Wanli Yu, Ardalan Najafi, Yanqiu Huang, Alberto García-Ortiz
Combination of Task Allocation and Approximate Computing for Fog-Architecture-Based IoT. IEEE Internet Things J. 8 (9) (2021)
Wanli Yu, Ardalan Najafi, Yarib Nevarez, Yanqiu Huang, Alberto García-Ortiz
TAAC: Task Allocation Meets Approximate Computing for Internet of Things. ISCAS (2020)
Amir Najafi, Ardalan Najafi, Alberto García Ortiz
Stochastic Wave-Pipelined On-Chip Interconnect. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Ardalan Najafi, Alberto García-Ortiz
Stochastic Mixed-PR: A Stochastically-Tunable Low-Error Adder. ISCAS (2020)
Ardalan Najafi, Alberto García-Ortiz
Stochastic Mixed-PR: A Stochastically-Tunable Low-Error Adder. IEEE Trans. Circuits Syst. II Express Briefs (10) (2020)
Yizhi Chen, Ardalan Najafi, Alberto García Ortiz
On the Effects of Data Distribution on Small-error Approximate Adders. MOCAST (2020)
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
Integer-Value Encoding for Approximate On-Chip Communication. IEEE Access 7 (2019)
Moritz Weißbrich, Lukas Gerlach, Holger Blume, Ardalan Najafi, Alberto García Ortiz, Guillermo Payá Vayá
FLINT+: A runtime-configurable emulation-based stochastic timing analysis framework. Integr. 69 (2019)
Mingjie Hao, Ardalan Najafi, Alberto García Ortiz, Ludwig Karsthof, Steffen Paul, Jochen Rust
Reliability of an Industrial Wireless Communication System using Approximate Units. PATMOS (2019)
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
Misalignment-aware delay modeling of narrow on-chip interconnects considering variability. MOCAST (2018)
Ayad Dalloo, Ardalan Najafi, Alberto García Ortiz
Systematic Design of an Approximate Adder: The Optimized Lower Part Constant-OR Adder. IEEE Trans. Very Large Scale Integr. Syst. 26 (8) (2018)
Ardalan Najafi, Moritz Weißbrich, Guillermo Payá Vayá, Alberto García Ortiz
Coherent Design of Hybrid Approximate Adders: Unified Design Framework and Metrics. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Moritz Weißbrich, Guillermo Payá Vayá, Lukas Gerlach, Holger Blume, Ardalan Najafi, Alberto García Ortiz
FLINT+: A runtime-configurable emulation-based stochastic timing analysis framework. PATMOS (2017)
Ardalan Najafi, Moritz Weißbrich, Guillermo Payá Vayá, Alberto García Ortiz
A fair comparison of adders in stochastic regime. PATMOS (2017)
Amir Najafi, Lennart Bamberg, Ardalan Najafi, Alberto García Ortiz
Energy modeling of coupled interconnects including intrinsic misalignment effects. PATMOS (2016)
Ardalan Najafi, Somayeh Timarchi, Amir Najafi
High-speed energy-efficient 5: 2 compressor. MIPRO (2014)