Search Results for author: Ing-Chao Lin

Found 3 papers, 1 papers with code

CIMulator: A Comprehensive Simulation Platform for Computing-In-Memory Circuit Macros with Low Bit-Width and Real Memory Materials

no code implementations26 Jun 2023 Hoang-Hiep Le, Md. Aftab Baig, Wei-Chen Hong, Cheng-Hsien Tsai, Cheng-Jui Yeh, Fu-Xiang Liang, I-Ting Huang, Wei-Tzu Tsai, Ting-Yin Cheng, Sourav De, Nan-Yow Chen, Wen-Jay Lee, Ing-Chao Lin, Da-Wei Chang, Darsen D. Lu

This paper presents a simulation platform, namely CIMulator, for quantifying the efficacy of various synaptic devices in neuromorphic accelerators for different neural network architectures.

Exploring Adversarial Examples for Efficient Active Learning in Machine Learning Classifiers

no code implementations22 Sep 2021 Honggang Yu, Shihfeng Zeng, Teng Zhang, Ing-Chao Lin, Yier Jin

As a result, our theoretical proofs provide support to more efficient active learning methods with the help of adversarial examples, contrary to previous works where adversarial examples are often used as destructive solutions.

Active Learning Adversarial Attack +1

Cannot find the paper you are looking for? You can Submit a new open access paper.