Daehyun Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Floating Point Unit

Unsupervised Learning

Matrix Multiplication

Top Venues

Pattern Recognit.

Publications

Daehyun Kim, Nael Mizanur Rahman, Saibal Mukhopadhyay
PRESTO: A Processing-in-Memory-Based k-SAT Solver Using Recurrent Stochastic Neural Network With Unsupervised Learning. IEEE J. Solid State Circuits 59 (7) (2024)
Beomseok Kang, Anni Lu, Yun Long, Daehyun Kim, Shimeng Yu, Saibal Mukhopadhyay
Genetic Algorithm-Based Energy-Aware CNN Quantization for Processing-In-Memory Architecture. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Xueyuan She, Yun Long, Daehyun Kim, Saibal Mukhopadhyay
ScieNet: Deep learning with spike-assisted contextual information extraction. Pattern Recognit. 118 (2021)
Arjun Chaudhuri, Sanmitra Banerjee, Heechun Park, Jinwoo Kim, Gauthaman Murali, Edward Lee, Daehyun Kim, Sung Kyu Lim, Saibal Mukhopadhyay, Krishnendu Chakrabarty
Advances in Design and Test of Monolithic 3-D ICs. IEEE Des. Test 37 (4) (2020)
Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay
Q-PIM: A Genetic Algorithm based Flexible DNN Quantization Method and Application to Processing-In-Memory Platform. DAC (2020)
Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision. IJCNN (2020)
Xueyuan She, Priyabrata Saha, Daehyun Kim, Yun Long, Saibal Mukhopadhyay
SAFE-DNN: A Deep Neural Network With Spike Assisted Feature Extraction For Noise Robust Inference. IJCNN (2020)
Heechun Park, Kyungwook Chang, Bon Woong Ku, Jinwoo Kim, Edward Lee, Daehyun Kim, Arjun Chaudhuri, Sanmitra Banerjee, Saibal Mukhopadhyay, Krishnendu Chakrabarty, Sung Kyu Lim
RTL-to-GDS Tool Flow and Design-for-Test Solutions for Monolithic 3D ICs. DAC (2019)
Xueyuan She, Yun Long, Daehyun Kim, Saibal Mukhopadhyay
ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction. CoRR (2019)