Deep and wide networks are shown to be equivalent in terms of their capability.
arXiv research
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Given a smooth projective toric variety X, we construct an A-infinity category of Lagrangians with boundary on a level set of the Landau-Ginzburg mirror of X. We prove that this category is quasi-equivalent to the DG category of line bundles on X. This establishes part of the Homological Mirror Conjecture for toric var…
This paper extends a category equivalence to an A-infinity quasi-equivalence for compact Lie groups.
Homological mirror symmetry proved for symmetric squares of punctured spheres.
Unified notion of equivalence for causal graphs, cyclic or acyclic.
We prove a categorified version of the Poincaré lemma. The natural setting for our result is that of -local systems. More precisely, we show that any smooth homotopy between maps and induces an -natural transformation between the corresponding pullback functors. This transformation is…
Let X be a compact complex manifold, be the bounded derived category of constructible sheaves on , and be the Fukaya category of . A Lagrangian brane in is holomorphic if the underlying Lagrangian submanifold is complex analytic in , the holomorphic cotange…
Given a smooth projective toric variety of complex dimension , Fang-Liu-Treumann-Zaslow \cite{FLTZ} showed that there is a quasi-embedding of the differential graded (dg) derived category of coherent sheaves into the dg derived category of constructible sheaves on a torus . Recently, K…
The pull back of a flat bundle along the evaluation map from the free loop space to comes equipped with a canonical automorphism given by the holonomies of . This construction naturally generalizes to flat -graded connections on . Our main …
We describe an -quasi-equivalence of dg-categories between the first authors' ---the category of category of prefect -modules with flat -connection, corresponding to the de Rham dga of a compact manifold --- and the dg-category of \emph{infinity-local syst…
Generalizes Riemann-Hilbert correspondence for curved local systems.
In this paper, which is mostly a research announcement, we give a new algebraic construction of knot contact homology in the sense of L. Ng [Ng05a]. For a link in , we define a differential graded (DG) -category with finitely many objects, whose quasi-equivalence class is …
This is the first of a series of two articles where we construct a version of wrapped Fukaya category of the cotangent bundle of the knot complement of a compact 3-manifold , and do some calculation for the case of hyperbolic knots $K …