The Postdoctoral Associate position in Computational Neuroscience and Machine Learning at Baylor College of Medicine involves modeling adaptive computation in biological neural networks and analyzing neural datasets. The role emphasizes collaboration with theorists and experimental labs to develop scientific theories regarding neural circuit computations.