Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling

Author:

Aimone James B.1,Lehoucq Richard1,Severa William1,Smith J. Darby1

Affiliation:

1. Center for Computing Research,Sandia National Laboratories,Albuquerque,NM,USA

Publisher

IEEE

Reference28 articles.

1. Low-power deep learning inference using the spinnaker neu-romorphic platform;vineyard;Proceedings of the 7th Annual Neuro-inspired Computational Elements Workshop,0

2. Neural Networks and Graph Algorithms with Next-Generation Processors

3. Non-neural network applications for spiking neuromorphic hardware;aimone;Proceedings of the Third International Workshop on Post Moores Era Supercomputing,0

4. Spiking network algorithms for scientific computing

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1. Device Codesign using Reinforcement Learning;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

2. Probabilistic Neural Computing with Stochastic Devices;Advanced Materials;2022-11-17

3. A review of non-cognitive applications for neuromorphic computing;Neuromorphic Computing and Engineering;2022-09-01

4. Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation;Proceedings of the International Conference on Neuromorphic Systems 2022;2022-07-27

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