diff --git a/Project.toml b/Project.toml
index aeb5e90c..a6094a2b 100644
--- a/Project.toml
+++ b/Project.toml
@@ -10,7 +10,7 @@ ArrayInterfaceStaticArrays = "b0d46f97-bff5-4637-a19a-dd75974142cd"
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
 FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b"
-GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
+GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
@@ -24,7 +24,7 @@ ArrayInterfaceStaticArrays = "0.1"
 ChainRulesCore = "0.10.7, 1"
 DocStringExtensions = "0.8, 0.9"
 FillArrays = "0.11, 0.12, 0.13"
-GPUArrays = "8"
+GPUArraysCore = "0.1"
 RecipesBase = "0.7, 0.8, 1.0"
 StaticArrays = "0.12, 1.0"
 ZygoteRules = "0.2"
diff --git a/src/RecursiveArrayTools.jl b/src/RecursiveArrayTools.jl
index 106cb728..eaa9f4b2 100644
--- a/src/RecursiveArrayTools.jl
+++ b/src/RecursiveArrayTools.jl
@@ -29,9 +29,9 @@ include("zygote.jl")
 
 Base.show(io::IO, x::Union{ArrayPartition,AbstractVectorOfArray}) = invoke(show, Tuple{typeof(io), Any}, io, x)
 
-import GPUArrays
-Base.convert(T::Type{<:GPUArrays.AbstractGPUArray}, VA::AbstractVectorOfArray) = T(VA)
-ChainRulesCore.rrule(T::Type{<:GPUArrays.AbstractGPUArray}, xs::AbstractVectorOfArray) = T(xs), ȳ -> (NoTangent(),ȳ)
+import GPUArraysCore
+Base.convert(T::Type{<:GPUArraysCore.AbstractGPUArray}, VA::AbstractVectorOfArray) = T(VA)
+ChainRulesCore.rrule(T::Type{<:GPUArraysCore.AbstractGPUArray}, xs::AbstractVectorOfArray) = T(xs), ȳ -> (NoTangent(),ȳ)
 
 export VectorOfArray, DiffEqArray, AbstractVectorOfArray, AbstractDiffEqArray,
        AllObserved, vecarr_to_arr, vecarr_to_vectors, tuples