Doo Seok Jeong

According to our database, Doo Seok Jeong authored at least 22 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

CBP-QSNN: Spiking Neural Networks Quantized Using Constrained Backpropagation.

Donghyung Yoo, Doo Seok Jeong

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

GEBA: Gradient-Error-Based Approximation of Activation Functions.

Changmin Ye, Doo Seok Jeong

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

Training Spiking Neural Networks Using Lessons From Deep Learning.

Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu

Proc. IEEE, September, 2023

Optimal Weight-Splitting in Resistive Random Access Memory-Based Computing-in-Memory Macros.

Choongseok Song, Jeeson Kim, Doo Seok Jeong

Adv. Intell. Syst., January, 2023

LaCERA: Layer-centric event-routing architecture.

Changmin Ye, Vladimir Kornijcuk, Donghyung Yoo, Jeeson Kim, Doo Seok Jeong

Neurocomputing, 2023

2022

DTS-SNN: Spiking Neural Networks With Dynamic Time-Surfaces.

Donghyung Yoo, Doo Seok Jeong

IEEE Access, 2022

2021

Hardware-Efficient Emulation of Leaky Integrate-and-Fire Model Using Template-Scaling-Based Exponential Function Approximation.

Jeeson Kim, Vladimir Kornijcuk, Changmin Ye, Doo Seok Jeong

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks.

Dohun Kim, Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2021

CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method.

Guhyun Kim, Doo Seok Jeong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Simplified calcium signaling cascade for synaptic plasticity.

Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong

Neural Networks, 2020

Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors.

Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2020

SPSNN: nth Order Sequence-Predicting Spiking Neural Network.

Dohun Kim, Vladimir Kornijcuk, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2020

TS-EFA: Resource-efficient High-precision Approximation of Exponential Functions Based on Template-scaling Method.

Jeeson Kim, Vladimir Kornijcuk, Doo Seok Jeong

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

FPGA implementation of sequence-to-sequence predicting spiking neural networks.

Changmin Ye, Vladimir Kornijcuk, Jeeson Kim, Doo Seok Jeong

Proceedings of the International SoC Design Conference, 2020

2019

Nano-Intrinsic True Random Number Generation: A Device to Data Study.

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

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Recent Progress in Real-Time Adaptable Digital Neuromorphic Hardware.

Vladimir Kornijcuk, Doo Seok Jeong

Adv. Intell. Syst., 2019

Markov Chain Hebbian Learning Algorithm With Ternary Synaptic Units.

Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2019

Combination-Encoding Content-Addressable Memory With High Content Density.

Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Dohun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2019

Stochastic Learning with Back Propagation.

Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

A Physical Unclonable Function With Redox-Based Nanoionic Resistive Memory.

Jeeson Kim, Taimur Ahmed, Hussein Nili, Jiawei Yang, Doo Seok Jeong, Paul Beckett, Sharath Sriram, Damith Chinthana Ranasinghe, Omid Kavehei

IEEE Trans. Inf. Forensics Secur., 2018

Pointer Based Routing Scheme for On-chip Learning in Neuromorphic Systems.

Vladimir Kornijcuk, Doo Seok Jeong

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Nano-Intrinsic True Random Number Generation.

Jeeson Kim, Taimur Ahmed, Hussein Nili, Nhan Duy Truong, Jiawei Yang, Doo Seok Jeong, Sharath Sriram, Damith Chinthana Ranasinghe, Omid Kavehei

CoRR, 2017