Advancing Privacy-Aware Machine Learning on Sensitive Data via Edge-Based Continual μ-Training for Personalized Large Models Z Huang, L Yu, LF Herbozo Contreras, K Eshraghian, ND Truong, ... medRxiv, 2024.05. 18.24307564, 2024 | | 2024 |
A Leaky-Integrate-and-Fire Neuron Model of Spontaneous Reset of Thin-Film Metal-Oxide Resistive Switches JK Eshraghian, J Lee, S Kim, K Eshraghian, K Cho Journal of Nanoscience and Nanotechnology 21 (3), 1920-1926, 2021 | | 2021 |
Quantized convolutional neural network implementation on a parallel-connected memristor crossbar array for edge AI platforms J Lee, JK Eshraghian, S Kim, K Eshraghian, K Cho Journal of Nanoscience and Nanotechnology 21 (3), 1854-1861, 2021 | 4 | 2021 |
Nano-crossbar weighted memristor-based convolution neural network architecture for high-performance artificial intelligence applications K Kim, K Eshraghian, H Kang, K Cho Journal of Nanoscience and Nanotechnology 21 (3), 1833-1844, 2021 | 6 | 2021 |
Adaptive precision cnn accelerator using radix-x parallel connected memristor crossbars J Lee, JK Eshraghian, K Cho, K Eshraghian arXiv preprint arXiv:1906.09395, 2019 | 26 | 2019 |
Memristive in situ computing O Kavehei, E Skafidas, K Eshraghian Handbook of Memristor Networks, 1005-1020, 2019 | 3 | 2019 |
Formulation and implementation of nonlinear integral equations to model neural dynamics within the vertebrate retina JK Eshraghian, S Baek, JH Kim, N Iannella, K Cho, YS Goo, HHC Iu, ... International Journal of Neural Systems 28 (07), 1850004, 2018 | 26 | 2018 |
Application of Up-sampling pre-processor in Deep Neural Network (DNN) for Radiological Images AM Rashed, K Cho, K Eshraghian 대한전자공학회 학술대회, 1103-1105, 2018 | | 2018 |
Neuromorphic vision hybrid RRAM-CMOS architecture JK Eshraghian, K Cho, C Zheng, M Nam, HHC Iu, W Lei, K Eshraghian IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (12 …, 2018 | 61 | 2018 |
Modeling of Coupled Memristive-Based Architectures Applicable to Neural Network Models JKJ Eshraghian, HHC Iu, K Eshraghian Memristor and Memristive Neural Networks, 2018 | 2 | 2018 |
Maximization of crossbar array memory using fundamental memristor theory JK Eshraghian, KR Cho, HHC Iu, T Fernando, N Iannella, SM Kang, ... IEEE Transactions on Circuits and Systems II: Express Briefs 64 (12), 1402-1406, 2017 | 25 | 2017 |
Biological modeling of vertebrate retina: Rod cell to bipolar cell JK Eshraghian, K Cho, S Baek, JH Kim, K Eshraghian 2017 40th International Conference on Telecommunications and Signal …, 2017 | 6 | 2017 |
Modelling and analysis of signal flow platform implementation into retinal cell pathway JK Eshraghian, S Baek, K Cho, N Iannella, JH Kim, YS Goo, HHC Iu, ... 2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 491-494, 2016 | 11 | 2016 |
Live demonstration: Signal flow platform implementation into retinal cell pathway S Baek, JK Eshraghian, K Cho, N Iannella, JH Kim, HHC Iu, T Fernando, ... 2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 740-741, 2016 | | 2016 |
Signal flow platform for mapping and simulation of vertebrate retina for sensor systems K Cho, S Baek, SW Cho, JH Kim, YS Goo, JK Eshraghian, N Iannella, ... IEEE Sensors Journal 16 (15), 5856-5866, 2016 | 23 | 2016 |
Image matching, data compression and tracking architectures K Eshraghian, K Cho, PG Foster US Patent 8,982,260, 2015 | 14 | 2015 |
Memristor-CMOS logic and digital computational components K Cho, SJ Lee, K Eshraghian Microelectronics Journal 46 (3), 214-220, 2015 | 72 | 2015 |
Implementation of complementary resistive switch for image matching through back-to-back connection of ITO/TiO {sub 2-x}/TiO {sub 2}/ITO memristors SJ Lee, SJ Kim, K Cho, K Eshraghian Physica Status Solidi. A, Applications and Materials Science 211, 2014 | | 2014 |
Implementation of complementary resistive switch for image matching through back‐to‐back connection of ITO/TiO2−x/TiO2/ITO memristors SJ Lee, SJ Kim, K Cho, K Eshraghian physica status solidi (a) 211 (8), 1933-1940, 2014 | 4 | 2014 |
Memristor-CMOS reconfigurable multiplier architecture SJ Lee, BS Park, SW Cho, K Cho, K Eshraghian 2014 14th International Workshop on Cellular Nanoscale Networks and their …, 2014 | 7 | 2014 |