Drew University Library : University Archives : Theses and Dissertations
    
author Andrew Ezra Sutter
title Evaluating Developmental Shape Selectivity From Simultaneous Multi-Unit Recordings Along the Ventral Visual Pathway
abstract Neurons of cortical area V4 are selective for shape – the conformation of contrast boundaries that outline objects in a visual scene. However, it is unknown how this selectivity arises in the ventral visual pathway, and whether shape tuning depends on visual experience in early life. To answer these questions, the Visual Neuroscience Laboratory (VNL) at New York University im- planted 96-channel "Utah" electrode arrays in areas V2 and V4 of two fixation-trained juvenile Macaca nemestrina. VNL recorded neural responses to shape stimuli with a single parametrically- varied curvature component (El-Shamayleh and Pasupathy, 2016), at both 7 and 12 months of age in macaques which translates to approximately an age of 2.5 and 4.3 human years (Kiorpes, 2016).

To assess curvature selectivity we fit neural responses with the Angular Position and Curvature (APC) model (Pasupathy and Connor, 2001). We found that it explained the response variance (r2 > 0.1) of many sites in both V2 (74% of n = 64) and V4 (75% of n = 95). Interestingly, we found that a simple image-computable model based on reverse correlation of local stimulus luminance could explain most sites in V2 (97%) and V4 (93%). 1% and 5% of sites (V2 and V4, respectively) were unexplainable by either model.

To account for experimental differences between our work and prior studies, we performed control analyses using a previously-published dataset of well-isolated shape-selective V4 neurons (Pasupathy and Connor, 2001). We quantified our ability to characterize the selectivity of simulated multi-unit responses with an expanded shape set, and of single-unit responses with a range of shape stimuli chosen to match our experimental conditions. Collectively, these results support our observation of shape selectivity in ventral visual areas of the juvenile macaque. A comparison of model fits across developmental age points suggest that V2 and V4 sites are well-tuned for shape features from the earliest ages tested.

school The College of Liberal Arts, Drew University
degree B.S. (2023)
advisor Dr. Christina McKittrick
committee Dr. Graham Cousens
Dr. Steve Kass
full textASutter.pdf