Farzad Niknia

According to our database, Farzad Niknia authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems.

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

IEEE Trans. Reliab., December, 2024

Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things.

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

IEEE Internet Things J., April, 2024

2023

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

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

IEEE Trans. Computers, April, 2023

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

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

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Feature-Embedding Triplet Networks with a Separately Constrained Loss Function.

Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Integrating Delta Modulation and Stochastic Computing for Real-time Machine Learning based Heartbeats Monitoring in Wearable Systems.

Xiaochen Tang, Shanshan Liu, Farzad Niknia, Wei Tang, Pedro Reviriego, Fabrizio Lombardi

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Computing the Similarity Estimate Using Approximate Memory.

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

IEEE Trans. Emerg. Top. Comput., 2022

A Delta Sigma Modulator-Based Stochastic Divider.

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

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Aging Effects on Template Attacks Launched on Dual-Rail Protected Chips.

Farzad Niknia, Jean-Luc Danger, Sylvain Guilley, Naghmeh Karimi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

2021

Stochastic Dividers for Low Latency Neural Networks.

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

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Learning Assisted Side Channel Delay Test for Detection of Recycled ICs.

Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021