Model Predictive Control approach to adaptive messaging intervention for physical activity

no code implementations • 25 Aug 2021 • Ibrahim E. Bardakci, Sahar Hojjatinia, Sarah Hojjatinia, Constantino M. Lagoa, David E. Conroy

In this work, we have developed a framework for synthesizing data driven controllers for a class of uncertain switched systems arising in an application to physical activity interventions.

Model Predictive Control

Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity

no code implementations • 27 Oct 2019 • Sahar Hojjatinia, Constantino M. Lagoa

Spike sorting consists of three steps: spike detection, feature extraction, and spike clustering.

Clustering Spike Sorting

Improving the Izhikevich Model Based on Rat Basolateral Amygdala and Hippocampus Neurons, and Recognizing Their Possible Firing Patterns

no code implementations • 24 Oct 2019 • Sahar Hojjatinia, Mahdi Aliyari Shoorehdeli, Zahra Fatahi, Zeinab Hojjatinia, Abbas Haghparast

This aim was achievable by performing the improved Izhikevich model, and inserting only the plausible firing patterns, and eliminating unrealistic ones.

Hippocampus Spike Sorting