Development of Neuromorphic Architecture Integrated Development Environment

Abstract

In this paper, we presented Neuromorphic Architecture Integrated Development Environment (NAIDE). The NAIDE is designed to support the development of autonomous Internet of Things (IoT) application based on neuromorphic architecture. The IDE is consisting of five representative modules in order to manage both neuromorphic architecture based neural network (NN) models and traditional artificial NN models. Four modules are embedded in a NAIDE screen as a flow editor (NA-Ed), a component manager (NA-COM), and a simulator (NA-SIM) and logger (NA-LOG). One connects each module and supports all functionalities of NAIDE. NAIDE connects several IoT devices, manages their data and transfers them to other services via various communications. Through collaboration of neuromorphic and deep learning modules in the NAIDE, we can easily implement and utilize the autonomous IoT applications. We expect that the proposed NAIDE can provide convenient IoT program environment based on neuromorphic architecture.