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Leopold Grinberg

2 accepted papers

2021

Can a Fruit Fly Learn Word Embeddings?

ICLR 2021poster

The mushroom body of the fruit fly brain is one of the best studied systems in neuroscience. At its core it consists of a population of Kenyon cells, which receive inputs from multiple sensory modalities. These cells are inhibited by the anterior paired lateral neuron, thus creating a sparse high di…

Cited by 40SourcePDFScholar
2020

Bio-Inspired Hashing for Unsupervised Similarity Search

ICML 2020poster

The fruit fly Drosophila’s olfactory circuit has inspired a new locality sensitive hashing (LSH) algorithm, FlyHash. In contrast with classical LSH algorithms that produce low dimensional hash codes, FlyHash produces sparse high-dimensional hash codes and has also been shown to have superior empiric…

Cited by 37SourcePDFScholar