NSL: A Neuro–Symbolic Language for a Neuro–Symbolic Processor (NSP)

Author:

Burattini Ernesto1,de Francesco Antonio1,de Gregorio Massimo2

Affiliation:

1. Dipartimento di Scienze Fisiche, Università di Napoli ''Federico II'', Napoli, Italy

2. Istituto di Cibernetica ''Eduardo Caianiello'', CNR, Pozzuoli (NA), Italy

Abstract

A Neuro–Symbolic Language for monotonic and non–monotonic parallel logical inference by means of artificial neural networks (ANNs) is presented. Both the language and its compiler have been designed and implemented in order to translate the neural representation of a given problem into a VHDL software, which in turn can set devices such as FPGA. The result of this operation leads to an electronic circuit that we call NSP (Neuro–Symbolic Processor).

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Networks and Communications,General Medicine

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