Search Results for author: Jeongwoo Park

Found 4 papers, 1 papers with code

Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection

no code implementations NeurIPS 2021 Sunghyeon Woo, Jeongwoo Park, Jiwoo Hong, Dongsuk Jeon

One of the reasons why it is difficult for the brain to perform backpropagation (BP) is the weight transport problem, which argues forward and feedback neurons cannot share the same synaptic weights during learning in biological neural networks.

Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization

no code implementations ICLR 2022 Sunwoo Lee, Jeongwoo Park, Dongsuk Jeon

In this paper, we propose a method to efficiently find an optimal format without actual training of deep neural networks.

Quantization

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