A Neural Compiler

Jetnet 3.0 { a Versatile Artiicial Neural Network Package Hewlett-packard, and Others with a F77 Compiler

A compiler and simulator for partial recursive functions over neural networks

Abstract. It was shown that Artificial Recurrent Neural Networks have the same computing power as Turing machines (cf. [6,8]). A Turing machine can be programmed in a proper high-level language the language of partial recursive functions. In this paper we present the implementation of a compiler that directly translates high-level Turing machine programs to Artificial Recursive Neural Networks....

DLVM: A modern compiler framework for neural network DSLs

Deep learning software demands reliability and performance. We present DLVM, a design and implementation of a compiler infrastructure with a linear algebra intermediate representation, algorithmic differentiation by adjoint code generation, domain-specific optimizations and a code generator targeting GPU via LLVM. Designed as a modern compiler framework inspired by LLVM, DLVM is more modular an...

The CuPit Compiler for the MasPar MP-1 and MP-2 A Literate Programming Document

This document contains the complete source code of the CuPit compiler for the MasPar MP-1/MP-2 SIMD parallel machines. The compiler is presented as a FunnelWeb literate programming document that contains de nitions for the various speci cation les needed by the Eli compiler construction system. The exactly same set of les that enabled FunnelWeb to produce this document also enable Eli to produc...

Parallel Programming on Hop eld Nets

We describe a simple general purpose condition-action type parallel programming language and its implementation on Hoppeld-type neural networks. A prototype compiler performing the translation has been implemented .