Dynamic Adaptive Neural Network Arrays: A Neuromorphic Architecture
Conference
·
OSTI ID:1238015
- University of Tennessee (UT)
Dynamic Adaptive Neural Network Array (DANNA) is a neuromorphic hardware implementation. It differs from most other neuromorphic projects in that it allows for programmability of structure, and it is trained or designed using evolutionary optimization. This paper describes the DANNA structure, how DANNA is trained using evolutionary optimization, and an application of DANNA to a very simple classification task.
- Research Organization:
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- AC05-00OR22725
- OSTI ID:
- 1238015
- Resource Relation:
- Conference: Supercomputing 2015: Machine Learning in HPC Environment Workshop, Austin, TX, USA, 20151115, 20151115
- Country of Publication:
- United States
- Language:
- English
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