RESEARCH

AREAS OF RESEARCH

Leading the Way From Basic to Applied Innovative Research

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Agricultural Biotechnology

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Aquaculture

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Microbiome Manipulation

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Recent Work

Neural Network-Based Multi-Target Detection within Correlated Heavy-Tailed Clutter

This work addresses the problem of range-Doppler multiple target detection in a radar system in the presence of slow-time correlated and heavy-tailed distributed clutter.
In this work, a deep learning-based approach is proposed for multiple target detection in the range-Doppler domain.
The proposed approach considers a unified NN model to process the time-domain radar signal for a variety of signal-to-clutter-plus-noise ratios (SCNRs) and clutter distributions, which simplifies the detector architecture and the neural network training procedure.

 

 
Acute Influence of Low-Power Pulsed Electromagnetic Field on Human Red Blood Cells

The growing need for fast communication in the radiofrequency range (RF-PEMF) raises the question of health risk assessment for humans and animals exposed to GHz frequencies. Among the observations supporting these concerns are potential pro-cancerogenic effects, interference with neuronal activity, and an increase in aggregability of RBCs, that may compromise oxygen delivery to the tissues upon exposure of humans to RF-PEMF. Molecular mechanisms of the interaction of EMF with living cells are poorly understood. This project focuses on the systematic
examination of the possible mechanisms of interaction of ELF-PEMF and RF-PEMF with human RBCs.

research

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