Farzad Niknia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Boosting Framework

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Internet Things J.

Publications

Ziheng Wang, Pedro Reviriego, Farzad Niknia, Javier Conde, Shanshan Liu, Fabrizio Lombardi
Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things. IEEE Internet Things J. 11 (8) (2024)
Ziheng Wang, Farzad Niknia, Shanshan Liu, Pedro Reviriego, Paolo Montuschi, Fabrizio Lombardi
Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design. IEEE Trans. Computers 72 (4) (2023)
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Ziheng Wang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi
Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi
Feature-Embedding Triplet Networks with a Separately Constrained Loss Function. ISCAS (2023)
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Wei Tang, Pedro Reviriego, Fabrizio Lombardi
Integrating Delta Modulation and Stochastic Computing for Real-time Machine Learning based Heartbeats Monitoring in Wearable Systems. AICAS (2023)
Pedro Reviriego, Ziheng Wang, Alvaro Alonso, Zhen Gao, Farzad Niknia, Shanshan Liu, Fabrizio Lombardi
Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems. CoRR (2023)
Pedro Reviriego, Shanshan Liu, Otmar Ertl, Farzad Niknia, Fabrizio Lombardi
Computing the Similarity Estimate Using Approximate Memory. IEEE Trans. Emerg. Top. Comput. 10 (3) (2022)
Farzad Niknia, Jean-Luc Danger, Sylvain Guilley, Naghmeh Karimi
Aging Effects on Template Attacks Launched on Dual-Rail Protected Chips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Pedro Reviriego, Ziheng Wang, Wei Tang, Ahmed Louri, Fabrizio Lombardi
A Delta Sigma Modulator-Based Stochastic Divider. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (8) (2022)
Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. ASP-DAC (2021)
Shanshan Liu, Xiaochen Tang, Farzad Niknia, Pedro Reviriego, Weiqiang Liu, Ahmed Louri, Fabrizio Lombardi
Stochastic Dividers for Low Latency Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (10) (2021)
Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. CoRR (2020)