![]() ![]() In: Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation (2016)Īimone, J.B., Severa, W., Vineyard, C.M.: Composing neural algorithms with Fugu. et al.: TensorFlow: a system for large-scale machine learning. ![]() And the notion “general-purpose” refers to the decoupling of software and hardware and supports the integration of computer science and neuroscience related research.Ībadi, M., Barham, P., Chen, J. Afterward, we point out that a "general-purpose" hierarchical and HW/SW decoupled basic software framework would be beneficial to both the (computational) neuroscience and brain-inspired intelligence fields. ![]() Namely, the toolchains for neuromorphic chips, the software simulation frameworks, and the frameworks that integrate spiking neural networks (SNNs) and deep neural networks (DNNs). This paper reviews the status of the three major kinds of basic software for brain-inspired computing. The basic software for brain-inspired computing is the core link to realize the research goals of brain-inspired computing and build the ecological environment of brain-inspired computing applications. Brain-inspired computing, which is inspired by the information processing procedure and the biophysiological structure of the brain, is believed to have the potential to drive the next wave of computer engineering and provide a promising way for the next generation of artificial intelligence. ![]()
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