Automated Vigilance State Classification in Rodents Using Machine Learning and Feature Engineering

Sankalp Jajee, Gaurav Kumar, Homayoun Valafar

Preclinical sleep research remains constrained by labor intensive, manual vigilance state classification and inter rater variability, limiting throughput and reproducibility. This…