Extensions and enhancements for the DANNA neuromorphic architecture

• Published in: Proceedings of IEEE Southeastcon pp. 1 - 4
• Main Authors: Daffron, Christopher, Chan, Jason, Disney, Adam, Bechtel, Luke, Wagner, Ryan, Dean, Mark E., Rose, Garrett S., Plank, James S., Birdwell, J. Douglas, Schuman, Catherine D.
• Format: Conference Proceeding Journal Article
• Language: English
• Published: IEEE 01.03.2016
• Subjects: Arrays; Artificial neural networks; Biological neural networks; Clocks; Computational modeling; Computer architecture; Dynamical systems; Dynamics; Field programmable gate arrays; Hardware; Neural networks; Neurons; Programming; Spiking; Structural members

Dynamic Adaptive Neural Network Arrays (DANNAs) are neuromorphic systems that have been developed for hardware implementation. They feature highly adaptive and programmable structural elements, which model artificial neural networks with spiking behavior. In this paper, we highlight the current hard...