The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution

Understand

This work presents our solutions to the Algonauts Project 2023 Challenge.

• The primary objective of the challenge revolves around employing computational models to anticipate brain responses captured during participants' observation of intricate natural visual scenes.
• The goal is to predict brain responses across the entire visual brain, as it is the region where the most reliable responses to images have been observed.
• We constructed an image-based brain encoder through a two-step training process to tackle this challenge.