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2019

Karim, Md Nazmul; Zaeemzadeh, Alireza; Rahnavard, Nazanin

RL-NCS: Learning Based Data-driven Approach for Online Non-uniform Compressive Sensing Conference

IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), PA, 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Deep Learning, LSTM, Reinforcement Learning, REM

Haddock, J.; Needell, D.; Zaeemzadeh, Alireza; Rahnavard, N

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery Conference

53rd Asilomar Conference on Signals, Systems, and Computers, 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

Salehi, Soheil; Zaeemzadeh, Alireza; Tatulian, Adrian; Rahnavard, Nazanin; DeMara, Ronald F

MRAM-based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications Conference

IEEE Computer Society Annual Symposium on VLSI (ISVLSI’19), 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Nonuniform sampling, post-CMOS

Salehi, Soheil; Zand, Ramtin; Zaeemzadeh, Alireza; Rahnavard, Nazanin; DeMara, Ronald F

AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Spectrally Sparse Signals Conference

ACM Great Lakes Symposium on VLSI, 2019, (Best Poster Award).

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals, Spectrum Sensing

2018

Zaeemzadeh, Alireza; Haddock, Jamie; Rahnavard, Nazanin; Needell, Deanna

A Bayesian Approach for Asynchronous Parallel Sparse Recovery Conference

Asilomar Conference on Signals, Systems, and Computers, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

Salehi, Soheil; Mashhadi, Mahdi Boloursaz; Zaeemzadeh, Alireza; Rahnavard, Nazanin; DeMara, Ronald F

Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices, Journal Article

In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2018.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals