Meta-Representational Predictive Coding: Neuroscience-Informed Self-Supervised Learning
A neuroscience-informed SSL model based on PC and active perception that sidesteps the need for a generative model of sensory input by learning to predict representations of data across parallel streams, resulting in an encoder-only learning-and-inference scheme.
Alexander G. Ororbia, K. Friston, Rajesh P. N. Rao
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