Quantized neural networks with new stochastic multipliers

ISQED, pp. 376-382, 2018.

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Abstract:

With increased interests of neural networks, hardware implementations of neural networks have been investigated. Researchers pursue low hardware cost by using different technologies such as stochastic computing and quantization. For example, the quantization is able to reduce total number of trained weights and results in low hardware cos...More

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