What Representational Similarity Measures Imply about Decodable Information

Sarah E. Harvey, David Lipshutz, Alex H. Williams

Neural responses encode information that is useful for a variety of downstream tasks. A common approach to understand these systems is to build regression models or ``decoders'' th…