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Learning to Predict IR Drop with Effective Training for ReRAM-based Neural Network Hardware File

Lee, Sugil , Jung, Giju , Fouda, Mohammed E. , Lee, Jongeun , Eltawil, Ahmed , Kurdahi, Fadi

Conference Paper Issue Date2020-07-20 View10

Log-quantized stochastic computing for memory and computation efficient DNNs File

Sim, Hyeonuk , Lee, Jongeun

Conference Paper Issue Date2019-01-21 View10

Mapping DSP Loops to Reconfigurable Processor Accelerators

서성석 , 정영훈 , 이종은

Conference Paper Issue Date2013-02-04 View5

Mapping imperfect loops to coarse-grained reconfigurable architectures File

Sim, Hyeonuk , Lee, Hongsik , Seo, Seongseok , Lee, Jongeun

Article Issue Date2016-07 View17

Mask Technique for Fast and Efficient Training of Binary Resistive Crossbar Arrays File

Fouda, Mohammed E. , Lee, Sugil , Lee, Jongeun , Eltawil, Ahmed , Kurdahi, Fadi

Article Issue Date2019-07 View13

Memory Access Optimization in Compilation for Coarse-Grained Reconfigurable Architectures File

Kim, Yongjoo , Lee, Jongeun , Shrivastava, Aviral , Paek, Yunheung

Article Issue Date2011-10 View7

Memory-Aware Application Mapping on Coarse-Grained Reconfigurable Arrays File

Kim, Yongjoo , Lee, Jongeun , Shrivastava, Aviral , Yoon, Jonghee , Paek, Yunheung

Conference Paper Issue Date2010-01-25 View5

MLogNet: A Logarithmic Quantization-Based Accelerator for Depthwise Separable Convolution File

Choi, Jooyeon , Sim, Hyeonuk , Oh, Sangyun , Lee, Sugil , Lee, Jongeun

Article Issue Date2022-12 View16

New Processing Element for Imperfect Nested Loops on Coarse Grained Reconfigurable Architecture

Lee, Jongeun

Conference Paper Issue Date2014-02-26 View1

Non-Uniform Step Size Quantization for Accurate Post-Training Quantization

Oh, Sangyun , Sim, Hyeonuk , Kim, Jounghyun , Lee, Jongeun

Conference Paper Issue Date2022-10-23 View7

NP-CGRA: Extending CGRAs for Efficient Processing of Light-weight Deep Neural Networks File

Lee, Jungi , Lee, Jongeun

Conference Paper Issue Date2021-02 View3

NTT-PIM: Row-Centric Architecture and Mapping for Efficient Number-Theoretic Transform on PIM File

Park, Jaewoo , Lee, Sugil , Lee, Jongeun

Conference Paper Issue Date2023-07-11 View3

Offline Training-based Mitigation of IR Drop for ReRAM-based Deep Neural Network Accelerators File

Lee, Sugil , Fouda, Mohammed E. , Lee, Jongeun , Eltawil, Ahmed , Kurdahi, Fadi

Article Issue Date2023-02 View16

On-chip memory optimization for high-level synthesis of multi-dimensional data on FPGA File

Kim, Daewoo , Lee, Sugil , Lee, Jongeun

Conference Paper Issue Date2019-01-21 View8

Operation and Data Mapping for CGRAs with Multi-bank Memory File

Kim, Yongjoo , Lee, Jongeun , Shrivastava, Avrial , Paek, Yunheung

Conference Paper Issue Date2010-04-13 View4

Operation and Data Mapping for CGRAs with Multi-bank Memory File

Kim, Yongjoo , Lee, Jongeun , Shrivastava, Aviral , Paek, Yunheung

Article Issue Date2010-04 View8

Optimal Resource-aware Mapping of Stream Graphs to GP-GPUs

Nguyen, Dong , Lee, Jongeun

Conference Paper Issue Date2015-02-11 View10

Optimization of Streaming Application with Limited Scratch-pad Memory on Coarse-Grained Reconfigurable Architecture

Lee, Hongsik , Lee, Jongeun

Conference Paper Issue Date2015-02-11 View8

Optimizing stream program performance on CGRA-based systems? File

Lee, Hongsik , Nguyen, Dong , Lee, Jongeun

Conference Paper Issue Date2015-06-08 View8

Overcoming Crossbar Nonidealities in Binary Neural Networks Through Learning File

Fouda, Mohammed E. , Lee, Jongeun , Eltawil, Ahmed M. , Kurdahi, Fadi

Conference Paper Issue Date2018-07-18 View11

Partial Sum Quantization for Reducing ADC Size in ReRAM-based Neural Network Accelerators File

Azamat, Azat , Asim, Faaiz , Kim, Jintae , Lee, Jongeun

Article Issue Date2023-12 View18

PICA: Processor Idle Cycle Aggregation for Energy-Efficient Embedded Systems File

Lee, Jongeun , Shrivastava, Aviral

Article Issue Date2012-07 View8

Pipelining Nested Loops with Triangular Iteration Space for High-Level Synthesis

Rahman Atul , Sim, Hyunwook , Lee, Jongeun

Conference Paper Issue Date2015-02-11 View8

Promoting Data Reuse on Shared Memory of Hybrid System

Mai, Toan X. , Jeong, Yeonghun , Lee, Jongeun

Conference Paper Issue Date2012-02-15 View7

Quarry: Quantization-based ADC Reduction for ReRAM-based Deep Neural Network Accelerators File

Azamat, Azat , Asim, Faaiz , Lee, Jongeun

Conference Paper Issue Date2021-11-01 View6

Reducing FPGA Area Using Nano-Switch Devices in Inter and Intra-Logic Routing

Aidyn Zhakatayev , Lee, Jongeun

Conference Paper Issue Date2018-02-05 View3

Return Data Interleaving for Multi-Channel Embedded CMPs Systems File

Hong, Fei , Shrivastava, Aviral , Lee, Jongeun

Article Issue Date2012-07 View7

RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation File File

Oh, Sangyun , Kim, Hye-Jin S. , Lee, Jongeun , Kim, Junmo

Article Issue Date2020-06 View16

Scalable application mapping for SIMD reconfigurable architecture File

Kim, Yongjoo , Lee, Jongeun , Lee, Jinyong , Paek, Yunheung

Article Issue Date2015-12 View14

Scalable stochastic-computing accelerator for convolutional neural networks File

Sim, Hyeonuk , Nguyen, Dong , Lee, Jongeun , Choi, Kiyoung

Conference Paper Issue Date2017-01-16 View10

SDRM: Simultaneous Determination of Regions and Function-to-Region Mapping for Scratchpad Memories File

Pabalkar, A. , Shrivastava, A. , Kannan, A. , Lee, Jongeun

Conference Paper Issue Date2008-12-20 View3

Selective Execution of Conditional Statements for CGRAs

정영훈 , 서성석 , 이종은

Conference Paper Issue Date2013-10-04 View7

Sign-Magnitude SC: Getting 10X Accuracy for Free in Stochastic Computing for Deep Neural Networks File

Zhakatayev, Aidyn , Lee, Sugil , Sim, Hyeonuk , Lee, Jongeun

Conference Paper Issue Date2018-06-24 View18

Software-based register file vulnerability reduction for embedded processors File

Lee, Jongeun , Shrivastava, Aviral

Article Issue Date2013-11 View9

Software-Managed Automatic Data Sharing for Coarse-Grained Reconfigurable Coprocessors File

Mai, Toan X. , Lee, Jongeun

Conference Paper Issue Date2012-12-10 View8

SparTANN: Sparse Training Accelerator for Neural Networks with Threshold-based Sparsification File

Sim, Hyeonuk , Choi, Jooyeon , Lee, Jongeun

Conference Paper Issue Date2020-08-10 View13

Specializing CGRAs for Light-Weight Convolutional Neural Networks File

Lee, Jungi , Lee, Jongeun

Article Issue Date2022-10 View15

Squeezing Accumulators in Binary Neural Networks for Extremely Resource-Constrained Applications

Azamat, Azat , Park, Jaewoo , Lee, Jongeun

Conference Paper Issue Date2022-10-30 View4

Static Analysis of Processor Stall Cycle Aggregation File

Lee, Jongeun , Shrivastava, A.

Conference Paper Issue Date2008-10-21 View2

Static Analysis of Register File Vulnerability File

Lee, Jongeun , Shrivastava, Aviral

Article Issue Date2011-04 View3

Static Analysis to Mitigate Soft Errors in Register Files File

Lee, Jongeun , Shrivastava, Avrial

Conference Paper Issue Date2009-04-20 View4

Successive log quantization for cost-efficient neural networks using stochastic computing File

Lee, Sugil , Sim, Hyeonuk , Choi, Jooyeon , Lee, Jongeun

Conference Paper Issue Date2019-06-02 View5

System Level Architecture Evaluation and Optimization:an Industrial Case Study with AMBA3 AXI

Lee, Jongeun , Kwon, Woo-Cheol , Kim, Tae-Hun , Chung, Eui-Young , Cho, Kyu-Myung , Kong, Jeong-Taek , Eo, Soo-Kwan , Gwilt, David

Article Issue Date2005-12 View11

Techniques for Improving Coarse-Grained Reconfigurable Architectures File

Han, Kyuseung , Park, Seongsik , Choi, Kiyoung , Paek, Jong Kyung , Lee, Jongeun

Conference Paper Issue Date2011-08-07 View6

Training-Free Stuck-at Fault Mitigation for ReRAM-based Deep Learning Accelerators File

Quan, Chenghao , Fouda, Mohammed E. , Lee, Sugil , Jung, Giju , Lee, Jongeun , Eltawil, Ahmed , Kurdahi, Fadi

Article Issue Date2023-07 View16

XoMA: Exclusive on-chip memory architecture for energy-efficient deep learning acceleration File

Sim, Hyeonuk , Anderson, Jason H. , Lee, Jongeun

Conference Paper Issue Date2019-01-21 View10

뉴럴 네트워크에서 파라미터를 양자화하는 방법 및 장치

심현욱 , 이종은

Patent Issue Date View9

세밀한 정밀도 조정이 가능한 곱셈누적기

심현욱 , 이종은

Patent Issue Date View13

스토캐스틱 연산을 위한 로그-양자화된 곱셈 및 누적기와 이를 포함하는 가속기

심현욱 , 이종은

Patent Issue Date View12

양자화를 이용한 뉴럴 네트워크 연산 방법 및 장치

이종은 , 이세환 , 심현욱

Patent Issue Date View5

연산 속도를 향상시킨 SIMD MAC 유닛, 그 동작 방법 및 SIMD MAC 유닛의 배열을 이용한 콘볼루션 신경망 가속기

이종은

Patent Issue Date View13

이진수를 난수로 변환 또는 난수를 이진수로 변환하는 방법 및 그 장치

최기영 , 김경훈 , 이종은

Patent Issue Date View14

저항성 메모리 기반의 뉴럴 네트워크 가속기에 적용되는 연산 오차 보정 장치 및 그 방법

이수길 , 이종은

Patent Issue Date View11

저항성 메모리 소자(RERAM) 기반의 딥러닝 가속기를 위한 고착 고장 보상 방법

이종은 , 이수길 , 아미드 엘타윌 , 모하메드 포우다 , 파디 쿠르다히 , 정기주

Patent Issue Date View10

저항성 메모리 소자(RERAM) 기반의 딥러닝 가속기를 위한 고착 고장 보상 방법

이종은 , 이수길 , 아미드 엘타윌 , 모하메드 포우다 , 파디 쿠르다히 , 정기주

Patent Issue Date View5

지연누적에 기반한 화자결정회로망이 도입된 구문독립 화자인식시스템

Lee, Jongeun , Choi, Jinyoung

Article Issue Date1998-05 View14

코어스 그레인드 재구성 구조를 위한 코드 생성 장치 및 그 코드 생성 방법

김용주 , 백윤흥 , 오스티븐상근 , 이종은

Patent Issue Date View15

코어스 그레인드 재구성 어레이에서의 중첩 루프문 수행 장치 및 그 방법

김용주 , 백윤흥 , 오스티븐상근 , 이종은

Patent Issue Date View10

하드 와이어된 가중치 값을 갖는 인공 신경망 학습 방법 및 그 장치

이종은

Patent Issue Date View12

확률적 컴퓨팅 곱셈 알고리즘을 이용한 신경망 가속 방법 및 신경망 가속기

심현욱 , 이종은

Patent Issue Date View11

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