Search Results for author: Avner Shultzman

Found 3 papers, 0 papers with code

Generalization and Estimation Error Bounds for Model-based Neural Networks

no code implementations19 Apr 2023 Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar

In practice, model-based neural networks exhibit higher generalization capability compared to ReLU neural networks.

Nonlinear Waveform Inversion for Quantitative Ultrasound

no code implementations17 May 2022 Avner Shultzman, Yonina C. Eldar

Due to its non-invasive and non-radiating nature, along with its low cost, ultrasound (US) imaging is widely used in medical applications.

Adaptive Time-Channel Beamforming for Time-of-Flight Correction

no code implementations17 Oct 2021 Avner Shultzman, Oded Drori, Yonina C. Eldar

Adaptive beamforming can lead to substantial improvement in resolution and contrast of ultrasound images over standard delay and sum beamforming.

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