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Two-argument activation functions learn soft XOR operations like cortical neurons
Neurons in the brain are complex machines with distinct functional compartments that interact nonlinearly.
A Simple Cache Model for Image Recognition
We propose to extract this extra class-relevant information using a simple key-value cache memory to improve the classification performance of the model at test time.
Probabilistic Modeling of Dependencies Among Visual Short-Term Memory Representations
Here, we model the dependencies among VSTM representations using a multivariate Gaussian distribution with a stimulus-dependent mean and covariance matrix.
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