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01/18/2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Despite the advancement of machine learning techniques in recent years, ...
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04/21/2020
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment
Training neural networks for neuromorphic deployment is non-trivial. The...
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04/02/2020
Device-aware inference operations in SONOS nonvolatile memory arrays
Non-volatile memory arrays can deploy pre-trained neural network models ...
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02/25/2020
Evaluating complexity and resilience trade-offs in emerging memory inference machines
Neuromorphic-style inference only works well if limited hardware resourc...
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10/26/2018