Tae‐Hwan Kim - Publications, H-index & Citations

Tae‐Hwan Kim

Korea Aerospace University

12H指数

63论文数

737被引数

收录论文 15

发表时间

MiniBRNN: A Low-Resource Inference Processor for Binary-Weight Recurrent Neural Networks Based on Speculative Operation Pruning and Interleaved Thread Scheduling MiniBRNN：一种基于投机性操作剪枝和交织线程调度的二值权重循环神经网络低资源推理处理器

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

IF2.9

2025-10-08

PREAI

Jun-Hyung Lee; Seon-Hee Oh; Tae-Hwan Kim

BiNPU: A 33.0 MOP/s/LUT Binary Neural Network Inference Processor Showing 88.26% CIFAR10 Accuracy With 1.9 Mbit On-Chip Parameters in a 28-nm FPGA

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2024-11-01

PREAI

Kwak, Gil-Ho; Kim, Tae-Hwan

Large scale integrated IGZO crossbar memristor array based artificial neural architecture for scalable in-memory computing 基于大规模集成IGZO交叉忆阻器阵列的可扩展内存计算人工神经体系结构

MATERIALS TODAY NANO

IF8.2

2024-03-01

PREAI

Naqi, Muhammad; Kim, Taehwan; Cho, Yongin; Pujar, Pavan; Park, Jongsun; Kim, Sunkook

ROSETTA: A Resource and Energy-Efficient Inference Processor for Recurrent Neural Networks Based on Programmable Data Formats and Fine Activation Pruning

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2023-07-01

PREAI

Kim, Jiho; Kim, Tae-Hwan

Multilevel artificial electronic synaptic device of direct grown robust MoS2 based memristor array for in-memory deep neural network 用于内存深度神经网络的基于直接生长鲁棒MoS2的忆阻器阵列的多级人工电子突触设备

NPJ 2D MATERIALS AND APPLICATIONS

IF8.8

2022-08-04

OAAI

Naqi, Muhammad; Kang, Min Seok; Liu, Na; Kim, Taehwan; Baek, Seungho; Bala, Arindam; Moon, Changgyun; Park, Jongsun; Kim, Sunkook

Electric-field control of field-free spin-orbit torque switching via laterally modulated Rashba effect in Pt/Co/AlOx structures

NATURE COMMUNICATIONS

IF15.7

2021-12-07

OAAI

Kang, Min-Gu; Choi, Jong-Guk; Jeong, Jimin; Park, Jae Yeol; Park, Hyeon-Jong; Kim, Taehwan; Lee, Taekhyeon; Kim, Kab-Jin; Kim, Kyoung-Whan; Oh, Jung Hyun; Viet, Duc Duong; Jeong, Jong-Ryul; Yuk, Jong Min; Park, Jongsun; Lee, Kyung-Jin; Park, Byong-Guk

A Resource-Efficient Inference Accelerator for Binary Convolutional Neural Networks

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2021-01-01

PREAI

Kim, Tae-Hwan; Shin, Jihoon

Stochastic SOT Device Based SNN Architecture for On-Chip Unsupervised STDP Learning

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2021-01-01

OAAI

Jang, Yunho; Kang, Gyuseong; Kim, Taehwan; Seo, Yeongkyo; Lee, Kyung-Jin; Park, Byong-Guk; Park, Jongsun