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Jae-Sun Seo
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 42
Top Topics
Noise Immunity
Neural Network
Activity Recognition
Memory Access
Top Venues
IEEE J. Solid State Circuits
ESSCIRC
IEEE J. Emerg. Sel. Topics Circuits Syst.
CICC
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Publications
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Mike Shuo-Wei Chen
,
Visvesh S. Sathe
,
Massimo Alioto
,
Jae-Sun Seo
,
Hidehiro Shiga
Guest Editorial Introduction to the Special Section on the 2023 IEEE International Solid-State Circuits Conference (ISSCC).
IEEE J. Solid State Circuits
59 (1) (2024)
Vasundhara Damodaran
,
Ziyu Liu
,
Jae-Sun Seo
,
Arindam Sanyal
A Delta-Sigma Based SRAM Compute-in-Memory Macro for Human Activity Recognition.
BioCAS
(2023)
Han-Sok Suh
,
Jian Meng
,
Ty Nguyen
,
Vijay Kumar
,
Yu Cao
,
Jae-Sun Seo
Algorithm-hardware Co-optimization for Energy-efficient Drone Detection on Resource-constrained FPGA.
ACM Trans. Reconfigurable Technol. Syst.
16 (2) (2023)
Fan Zhang
,
Wangxin He
,
Injune Yeo
,
Maximilian Liehr
,
Nathaniel C. Cady
,
Yu Cao
,
Jae-Sun Seo
,
Deliang Fan
A 65nm RRAM Compute-in-Memory Macro for Genome Sequencing Alignment.
ESSCIRC
(2023)
Injune Yeo
,
Dong-Woo Jee
,
Jae-Sun Seo
/ bit Physically Unclonable Function Exploiting Channel Charge Injection and Mismatch Accumulation.
CICC
(2023)
Bo Zhang
,
Shihui Yin
,
Minkyu Kim
,
Jyotishman Saikia
,
Soonwan Kwon
,
Sungmeen Myung
,
Hyunsoo Kim
,
Sang Joon Kim
,
Jae-Sun Seo
,
Mingoo Seok
PIMCA: A Programmable In-Memory Computing Accelerator for Energy-Efficient DNN Inference.
IEEE J. Solid State Circuits
58 (5) (2023)
Jyotishman Saikia
,
Amitesh Sridharan
,
Injune Yeo
,
Shreyas K. Venkataramanaiah
,
Deliang Fan
,
Jae-Sun Seo
FP-IMC: A 28nm All-Digital Configurable Floating-Point In-Memory Computing Macro.
ESSCIRC
(2023)
Zhenyu Wang
,
Jingbo Sun
,
A. Alper Goksoy
,
Sumit K. Mandal
,
Jae-Sun Seo
,
Chaitali Chakrabarti
,
Ümit Y. Ogras
,
Vidya A. Chhabria
,
Yu Cao
Benchmarking Heterogeneous Integration with 2.5D/3D Interconnect Modeling.
ASICON
(2023)
Tianyi Zhang
,
Kishore Kasichainula
,
Yaoxin Zhuo
,
Baoxin Li
,
Jae-Sun Seo
,
Yu Cao
Patch-based Selection and Refinement for Early Object Detection.
CoRR
(2023)
Shreyas Kolala Venkataramanaiah
,
Jian Meng
,
Han-Sok Suh
,
Injune Yeo
,
Jyotishman Saikia
,
Sai Kiran Cherupally
,
Yichi Zhang
,
Zhiru Zhang
,
Jae-Sun Seo
A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity.
IEEE J. Solid State Circuits
58 (7) (2023)
Dong-Woo Jee
,
Seong-Min Ko
,
Kishore Kasichainula
,
Injune Yeo
,
Yu Cao
,
Jae-Sun Seo
A Time-Memory-based CMOS Vision Sensor with In-Pixel Temporal Derivative Computing for Multi-Mode Image Processing.
ESSCIRC
(2023)
Vasundhara Damodaran
,
Ziyu Liu
,
Jae-Sun Seo
,
Arindam Sanyal
A 138-TOPS/W Delta-Sigma Modulator-Based Variable- Resolution Activation in-Memory Computing Macro.
CICC
(2023)
Jae-Sun Seo
Advances and Trends on On-Chip Compute-in-Memory Macros and Accelerators.
DAC
(2023)
Sai Kiran Cherupally
,
Jian Meng
,
Adnan Siraj Rakin
,
Shihui Yin
,
Mingoo Seok
,
Deliang Fan
,
Jae-Sun Seo
Improving DNN Hardware Accuracy by In-Memory Computing Noise Injection.
IEEE Des. Test
39 (4) (2022)
Jian Meng
,
Li Yang
,
Jinwoo Shin
,
Deliang Fan
,
Jae-Sun Seo
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning.
CVPR
(2022)
Jian Meng
,
Injune Yeo
,
Wonbo Shim
,
Li Yang
,
Deliang Fan
,
Shimeng Yu
,
Jae-Sun Seo
Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference.
IRPS
(2022)
Amitesh Sridharan
,
Shaahin Angizi
,
Sai Kiran Cherupally
,
Fan Zhang
,
Jae-Sun Seo
,
Deliang Fan
A 1.23-GHz 16-kb Programmable and Generic Processing-in-SRAM Accelerator in 65nm.
ESSCIRC
(2022)
Fan Zhang
,
Li Yang
,
Jian Meng
,
Jae-Sun Seo
,
Yu Cao
,
Deliang Fan
XST: A Crossbar Column-wise Sparse Training for Efficient Continual Learning.
DATE
(2022)
Gokul Krishnan
,
Sumit K. Mandal
,
Chaitali Chakrabarti
,
Jae-Sun Seo
,
Ümit Y. Ogras
,
Yu Cao
Impact of On-chip Interconnect on In-memory Acceleration of Deep Neural Networks.
ACM J. Emerg. Technol. Comput. Syst.
18 (2) (2022)
Gokul Krishnan
,
Zhenyu Wang
,
Injune Yeo
,
Li Yang
,
Jian Meng
,
Maximilian Liehr
,
Rajiv V. Joshi
,
Nathaniel C. Cady
,
Deliang Fan
,
Jae-Sun Seo
,
Yu Cao
Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (11) (2022)
Jyotishman Saikia
,
Shihui Yin
,
Sai Kiran Cherupally
,
Bo Zhang
,
Jian Meng
,
Mingoo Seok
,
Jae-Sun Seo
Modeling and Optimization of SRAM-based In-Memory Computing Hardware Design.
DATE
(2021)
Gokul Krishnan
,
Sumit K. Mandal
,
Chaitali Chakrabarti
,
Jae-Sun Seo
,
Ümit Y. Ogras
,
Yu Cao
System-Level Benchmarking of Chiplet-based IMC Architectures for Deep Neural Network Acceleration.
ASICON
(2021)
Arnab Neelim Mazumder
,
Jian Meng
,
Hasib-Al-Rashid
,
Utteja Kallakuri
,
Xin Zhang
,
Jae-Sun Seo
,
Tinoosh Mohsenin
A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst.
11 (4) (2021)
Jian Meng
,
Li Yang
,
Xiaochen Peng
,
Shimeng Yu
,
Deliang Fan
,
Jae-Sun Seo
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs
68 (5) (2021)
Tinoosh Mohsenin
,
Inna Partin-Vaisband
,
Houman Homayoun
,
Jae-Sun Seo
,
Xin Zhang
Guest Editorial Cross-Layer Designs, Methodologies, and Systems to Enable Micro AI for On-Device Intelligence.
IEEE J. Emerg. Sel. Topics Circuits Syst.
11 (4) (2021)
Gokul Krishnan
,
Sumit K. Mandal
,
Manvitha Pannala
,
Chaitali Chakrabarti
,
Jae-Sun Seo
,
Ümit Y. Ogras
,
Yu Cao
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks.
ACM Trans. Embed. Comput. Syst.
20 (5s) (2021)
Minkyu Kim
,
Jae-Sun Seo
An Energy-Efficient Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access.
IEEE J. Solid State Circuits
56 (3) (2021)
Yufei Ma
,
Yu Cao
,
Sarma B. K. Vrudhula
,
Jae-Sun Seo
Performance Modeling for CNN Inference Accelerators on FPGA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (4) (2020)
Shreyas K. Venkataramanaiah
,
Han-Sok Suh
,
Shihui Yin
,
Eriko Nurvitadhi
,
Aravind Dasu
,
Yu Cao
,
Jae-Sun Seo
FPGA-based Low-Batch Training Accelerator for Modern CNNs Featuring High Bandwidth Memory.
ICCAD
(2020)
Yandong Luo
,
Xiaochen Peng
,
Ryan Hatcher
,
Titash Rakshit
,
Jorge Kittl
,
Mark S. Rodder
,
Jae-Sun Seo
,
Shimeng Yu
A Variation Robust Inference Engine Based on STT-MRAM with Parallel Read-Out.
ISCAS
(2020)
Shreyas K. Venkataramanaiah
,
Shihui Yin
,
Yu Cao
,
Jae-Sun Seo
Deep Neural Network Training Accelerator Designs in ASIC and FPGA.
ISOCC
(2020)
Minkyu Kim
,
Jae-Sun Seo
Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access.
CICC
(2020)
Yufei Ma
,
Yu Cao
,
Sarma B. K. Vrudhula
,
Jae-Sun Seo
Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (2) (2020)
Shihui Yin
,
Zhewei Jiang
,
Jae-Sun Seo
,
Mingoo Seok
XNOR-SRAM: In-Memory Computing SRAM Macro for Binary/Ternary Deep Neural Networks.
IEEE J. Solid State Circuits
55 (6) (2020)
Sumit K. Mandal
,
Gokul Krishnan
,
Chaitali Chakrabarti
,
Jae-Sun Seo
,
Yu Cao
,
Ümit Y. Ogras
A Latency-Optimized Reconfigurable NoC for In-Memory Acceleration of DNNs.
IEEE J. Emerg. Sel. Topics Circuits Syst.
10 (3) (2020)
Shihui Yin
,
Zhewei Jiang
,
Minkyu Kim
,
Tushar Gupta
,
Mingoo Seok
,
Jae-Sun Seo
Vesti: Energy-Efficient In-Memory Computing Accelerator for Deep Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst.
28 (1) (2020)
Zhewei Jiang
,
Shihui Yin
,
Jae-Sun Seo
,
Mingoo Seok
C3SRAM: An In-Memory-Computing SRAM Macro Based on Robust Capacitive Coupling Computing Mechanism.
IEEE J. Solid State Circuits
55 (7) (2020)
Shruti R. Kulkarni
,
Deepak Vinayak Kadetotad
,
Shihui Yin
,
Jae-Sun Seo
,
Bipin Rajendran
Neuromorphic Hardware Accelerator for SNN Inference based on STT-RAM Crossbar Arrays.
ICECS
(2019)
Sai Kiran Cherupally
,
Shihui Yin
,
Deepak Kadetotad
,
Chisung Bae
,
Sang Joon Kim
,
Jae-Sun Seo
A Smart Hardware Security Engine Combining Entropy Sources of ECG, HRV and SRAM PUF for Authentication and Secret Key Generation.
A-SSCC
(2019)
Deepak Kadetotad
,
Visar Berisha
,
Chaitali Chakrabarti
,
Jae-Sun Seo
A 8.93-TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity With All Parameters Stored On-Chip.
ESSCIRC
(2019)
Zhewei Jiang
,
Shihui Yin
,
Jae-Sun Seo
,
Mingoo Seok
C3SRAM: In-Memory-Computing SRAM Macro Based on Capacitive-Coupling Computing.
ESSCIRC
(2019)
Jae-Sun Seo
,
Yu Cao
,
Xin Li
,
Paul N. Whatmough
Guest Editors' Introduction: Hardware and Algorithms for Energy-Constrained On-Chip Machine Learning (Part 2).
ACM J. Emerg. Technol. Comput. Syst.
15 (4) (2019)