Fourier embeddings create periodic vector representations that support Dirichlet and periodic Gaussian kernels within Spatial Semantic Pointers.
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cs.LG 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Radial basis kernels are realizable in spatial semantic pointers via distributed Fourier embeddings, with grid cell-like codes being capable and optimal.
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On periodic distributed representations using Fourier embeddings
Fourier embeddings create periodic vector representations that support Dirichlet and periodic Gaussian kernels within Spatial Semantic Pointers.
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Neurally-plausible radial basis kernels using distributed Fourier embeddings
Radial basis kernels are realizable in spatial semantic pointers via distributed Fourier embeddings, with grid cell-like codes being capable and optimal.