autodifferentiation en · NOUN · etymology 1
Etymology
Etymology tree Proto-Indo-European *h₂ew Proto-Indo-European *tó- Proto-Hellenic *autós Proto-Indo-European *h₂ewder. Ancient Greek αὖ (aû) Ancient Greek τόν (tón) Ancient Greek αὐτός (autós) Ancient Greek αὐτο- (auto-) Proto-Indo-European *men- Proto-Indo-European *-tós Proto-Indo-European *mn̥tós Proto-Hellenic *mətós Ancient Greek αὐτόμᾰτος (autómătos) Ancient Greek αὐτόμᾰτον (autómăton)der. Classical Latin automatum New Latin automaticusbor. English automaticclip. English auto- Proto-Indo-European *dwóh₁ ▲ Proto-Indo-European *trísinflu. Proto-Indo-European *d(w)is- Proto-Italic *dis- Latin dis- Proto-Indo-European *bʰer- Proto-Indo-European *-eti Proto-Indo-European *bʰéreti Proto-Italic *ferō Latin ferō Latin differō Latin differēns Proto-Indo-European *-(i)yós Proto-Italic *-ijos Proto-Italic *-ios Old Latin -ios Latin -ius Latin -ia Latin differentia New Latin differentiō New Latin differentiātusbor. English differentiate Proto-Indo-European *-tis Proto-Indo-European *-Hō Proto-Indo-European *-tiHō Proto-Italic *-tiō Latin -tiō Latin -ātiōlbor. Old French -ationbor. Middle English -acioun English -ation English -ion English differentiation English autodifferentiation From auto- (“automatic”) + differentiation.
Meanings
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(uncountable) The automatic differentiation of a function by a computer.
The backward() function uses PyTorch's automatic differentiation package, torch.autograd, to differentiate and compute gradients of tensors based on the chain rule. Here's a simple example of autodifferentiation.
2021, Joe Papa, PyTorch Pocket Reference, page 48:
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(uncountable) Automatic differentiation and specialization of cells; autonomous development.
Undifferentiated gonia undergo autodifferentiation to oocytes in the absence of any hormone.
2012, Karl Maramorosch, Invertebrate Tissue Culture: Research Applications, page 67:Singh et al. (2013) reported that a coating of fibronectin (attachment protein) on SF/CE membrane exhibited enhanced adhesion and autodifferentiation of stem cells.
2019, Valentina Grumezescu, Alexandru Mihai Grumezescu, Materials for Biomedical Engineering: Biopolymer Fibers, page 360:Spermatogenic cells appear to be incapable of autodifferentiation in an anhormonal environment.
1981, C. R. Austin, Colin Russell Austin, Robert Geoffrey, Mechanisms of Sex Differentiation in Animals and Man, page 66:The undifferentiated dorsal skin of the tail bud of a 9—10 day duck embryo, cultured on a natural medium containing embryo extract, underwent autodifferentiation to produce, within 8-10 days, the typical glandular invaginations (7).
2012, J Thomas, Organ Culture, page 89: