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cs.LG2026
Hybrid Associative Memories
Leon Lufkin, Tomás Figliolia, Beren Millidge +1
Recurrent neural networks (RNNs) and self-attention are both widely used sequence-mixing layers that maintain an internal memory. However, this memory is constructed using two orth…
cs.LG2025
Nonlinear dynamics of localization in neural receptive fields
Leon Lufkin, Andrew M. Saxe, Erin Grant
Localized receptive fields -- neurons that are selective for certain contiguous spatiotemporal features of their input -- populate early sensory regions of the mammalian brain. Uns…