Farzad Niknia - Publications, H-index & Citations

Farzad Niknia

Northeastern University

5H指数

33论文数

87被引数

收录论文 9

发表时间

Perturbation-based error detection and correction (PBEDC) in dependable large-scale machine learning systems 基于扰动的方法在可靠的大规模机器学习系统中的错误检测与纠正

Future Generation Computer Systems

IF0

2025-05-18

PREAI

Ziheng Wang; Pedro Reviriego; Shanshan Liu; Farzad Niknia; Xiaochen Tang; Zhen Gao; Fabrizio Lombardi

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems 大规模机器学习系统中的并发分类器错误检测 (CCED)

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2024-12-01

OAAI

Reviriego, Pedro; Wang, Ziheng; Alonso, Alvaro; Gao, Zhen; Niknia, Farzad; Liu, Shanshan; Lombardi, Fabrizio

Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things 自适应分辨率推理 (ARI): 物联网的高能效机器学习

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-04-15

OAAI

Wang, Ziheng; Reviriego, Pedro; Niknia, Farzad; Conde, Javier; Liu, Shanshan; Lombardi, Fabrizio

Fault Tolerance in Triplet Network Training: Analysis, Evaluation and Protection Methods 三联网络训练中的容错性：分析、评估和保护方法

IEEE Transactions on Emerging Topics in Computing

IF5.4

2024-01-01

PREAI

Ziheng Wang; Farzad Niknia; Shanshan Liu; Pedro Reviriego; Ahmed Louri; Fabrizio Lombardi

Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2023-04-01

OAAI

Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Reviriego, Pedro; Montuschi, Paolo; Lombardi, Fabrizio

Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-03-01

OAAI

Tang, Xiaochen; Liu, Shanshan; Niknia, Farzad; Wang, Ziheng; Liu, Siting; Reviriego, Pedro; Lombardi, Fabrizio

A Delta Sigma Modulator-Based Stochastic Divider

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2022-08-01

OAAI

Tang, Xiaochen; Liu, Shanshan; Niknia, Farzad; Reviriego, Pedro; Wang, Ziheng; Tang, Wei; Louri, Ahmed; Lombardi, Fabrizio

Computing the Similarity Estimate Using Approximate Memory 利用近似记忆计算相似性估计

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2022-07-01

OAAI

Reviriego, Pedro; Liu, Shanshan; Ertl, Otmar; Niknia, Farzad; Lombardi, Fabrizio

Stochastic Dividers for Low Latency Neural Networks

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2021-10-01

OAAI

Liu, Shanshan; Tang, Xiaochen; Niknia, Farzad; Reviriego, Pedro; Liu, Weiqiang; Louri, Ahmed; Lombardi, Fabrizio

研究方向