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Shelby RM

As seen in: Wiley Online Library
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Articles by Shelby RM

An overview memristor based hardware accelerators for deep neural network

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By Fatih Gul, Shelby RM, Baki Gökgöz, Tolga Aydın
| Wiley Online Library Verified
REFERENCES 1, , , . A memristor-based DNN crossbar array for iterative network pruning and quantization (vol. 2022). 2022. 2, , . representation learning: a review and new perspectives. IEEE Trans Pattern Anal Mach Intell. 2013; 35(8): 1798-1828. doi:10.1109/TPAMI.2013.50 3, , , , . An electronic synapse device based on metal oxide resistive switching memory for neuromorphic computation. IEEE Trans Electron Devices. 2011; 58(8): 2729-2737. doi:10.1109/TED.2011.2147791 4.
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High‐speed adaptive analog filter based on fully analog artificial neural network

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By Jiří Hospodka, Shelby RM
| Wiley Online Library Verified
Summary This paper presents an innovative concept of a high-speed and higher order adaptive filter. A fully analog artificial neural network handles the adaption by using a filter bank for filtering and learning through analog feedback inspired by backpropagation. There is no clock control used in this concept, which makes real-time adaption possible even for high frequencies.
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