Doo Seok Jeong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Back Propagation

Lagrange Multiplier Method

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Yonguk Sim, Choongseok Song, Eun Chan Park, Jongwook Jeon, Daewoong Kwon, Doo Seok Jeong
Optimal data distribution in FeFET-based computing-in-memory macros. ISCAS (2024)
Changmin Ye, Vladimir Kornijcuk, Donghyung Yoo, Jeeson Kim, Doo Seok Jeong
LaCERA: Layer-centric event-routing architecture. Neurocomputing 520 (2023)
Donghyung Yoo, Doo Seok Jeong
CBP-QSNN: Spiking Neural Networks Quantized Using Constrained Backpropagation. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
Training Spiking Neural Networks Using Lessons From Deep Learning. Proc. IEEE 111 (9) (2023)
Changmin Ye, Doo Seok Jeong
GEBA: Gradient-Error-Based Approximation of Activation Functions. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Choongseok Song, Jeeson Kim, Doo Seok Jeong
Optimal Weight-Splitting in Resistive Random Access Memory-Based Computing-in-Memory Macros. Adv. Intell. Syst. 5 (1) (2023)
Donghyung Yoo, Doo Seok Jeong
DTS-SNN: Spiking Neural Networks With Dynamic Time-Surfaces. IEEE Access 10 (2022)
Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR (2021)
Jeeson Kim, Vladimir Kornijcuk, Changmin Ye, Doo Seok Jeong
Hardware-Efficient Emulation of Leaky Integrate-and-Fire Model Using Template-Scaling-Based Exponential Function Approximation. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Guhyun Kim, Doo Seok Jeong
CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. CoRR (2021)
Dohun Kim, Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks. IEEE Access 9 (2021)
Guhyun Kim, Doo Seok Jeong
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. NeurIPS (2021)
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
Simplified calcium signaling cascade for synaptic plasticity. Neural Networks 123 (2020)
Jeeson Kim, Vladimir Kornijcuk, Doo Seok Jeong
TS-EFA: Resource-efficient High-precision Approximation of Exponential Functions Based on Template-scaling Method. ISQED (2020)
Dohun Kim, Vladimir Kornijcuk, Cheol Seong Hwang, Doo Seok Jeong
SPSNN: nth Order Sequence-Predicting Spiking Neural Network. IEEE Access 8 (2020)
Changmin Ye, Vladimir Kornijcuk, Jeeson Kim, Doo Seok Jeong
FPGA implementation of sequence-to-sequence predicting spiking neural networks. ISOCC (2020)
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Cheol Seong Hwang, Doo Seok Jeong
Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors. IEEE Access 8 (2020)
Vladimir Kornijcuk, Doo Seok Jeong
Recent Progress in Real-Time Adaptable Digital Neuromorphic Hardware. Adv. Intell. Syst. 1 (6) (2019)
Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
Stochastic Learning with Back Propagation. ISCAS (2019)
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
Simplified calcium signaling cascade for synaptic plasticity. CoRR (2019)
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Dohun Kim, Cheol Seong Hwang, Doo Seok Jeong
Combination-Encoding Content-Addressable Memory With High Content Density. IEEE Access 7 (2019)
Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong
Markov Chain Hebbian Learning Algorithm With Ternary Synaptic Units. IEEE Access 7 (2019)
Jeeson Kim, Hussein Nili, Nhan Duy Truong, Taimur Ahmed, Jiawei Yang, Doo Seok Jeong, Sharath Sriram, Damith Chinthana Ranasinghe, Samuel James Ippolito, Hosung Chun, Omid Kavehei
Nano-Intrinsic True Random Number Generation: A Device to Data Study. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2019)
Vladimir Kornijcuk, Doo Seok Jeong
Pointer Based Routing Scheme for On-chip Learning in Neuromorphic Systems. IJCNN (2018)
Jeeson Kim, Taimur Ahmed, Hussein Nili, Jiawei Yang, Doo Seok Jeong, Paul Beckett, Sharath Sriram, Damith Chinthana Ranasinghe, Omid Kavehei
A Physical Unclonable Function With Redox-Based Nanoionic Resistive Memory. IEEE Trans. Inf. Forensics Secur. 13 (2) (2018)
Jeeson Kim, Taimur Ahmed, Hussein Nili, Nhan Duy Truong, Jiawei Yang, Doo Seok Jeong, Sharath Sriram, Damith Chinthana Ranasinghe, Omid Kavehei
Nano-Intrinsic True Random Number Generation. CoRR (2017)
Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong
Markov chain Hebbian learning algorithm with ternary synaptic units. CoRR (2017)
Jeeson Kim, Taimur Ahmed, Hussein Nili, Jiawei Yang, Doo Seok Jeong, Paul Beckett, Sharath Sriram, Damith Chinthana Ranasinghe, Omid Kavehei
A Physical Unclonable Function with Redox-based Nanoionic Resistive Memory. CoRR (2016)