In-silico API Reference

The insilico package provides tools for performing computational experiments with trained retinal models. These tools enable researchers to probe neural response properties, optimize stimuli, and analyze model behavior.

Overview

• Stimulus Optimization — Optimizer, objectives, regularizers, and stopping criteria for finding optimal stimuli (MEIs, discriminatory stimuli)
• Vector Field Analysis — PCA-based analysis and vector field visualization of model responses
• Tuning Analyses — Gradient-based characterization of neural response properties