4 papers
Kubo-Martin-Schwinger states of Path-structured Flow in Directed Brain Synaptic Networks
El-kaïoum M. Moutuou, Habib Benali
The brain's synaptic network, characterized by parallel connections and feedback loops, drives interaction pathways between neurons through a large system with infinitely many degr…
Brain functions emerge as thermal equilibrium states of the connectome
Elkaïoum M. Moutuou, Habib Benali
A fundamental idea in neuroscience is that cognitive functions -- such as perception, learning, memory, and locomotion -- are shaped and constrained by the brain's structural organ…
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
Ultrasound imaging often suffers from image degradation stemming from phase aberration, which represents a significant contributing factor to the overall image degradation in ultra…
Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach
Mostafa Sharifzadeh, Sobhan Goudarzi, An Tang +2
One of the primary sources of suboptimal image quality in ultrasound imaging is phase aberration. It is caused by spatial changes in sound speed over a heterogeneous medium, which…