Prati
Beomseok Kang
Beomseok Kang
Potvrđena adresa e-pošte na gatech.edu
Naslov
Citirano
Citirano
Godina
Artificial van der Waals hybrid synapse and its application to acoustic pattern recognition
S Seo, BS Kang, JJ Lee, HJ Ryu, S Kim, H Kim, S Oh, J Shim, K Heo, ...
Nature communications 11 (1), 3936, 2020
1352020
Graphene-assisted spontaneous relaxation towards dislocation-free heteroepitaxy
SH Bae, K Lu, Y Han, S Kim, K Qiao, C Choi, Y Nie, H Kim, HS Kum, ...
Nature nanotechnology 15 (4), 272-276, 2020
932020
A neuromorphic device implemented on a salmon‐DNA electrolyte and its application to artificial neural networks
DH Kang, JH Kim, S Oh, HY Park, SR Dugasani, BS Kang, C Choi, R Choi, ...
Advanced Science 6 (17), 1901265, 2019
412019
Double negative differential transconductance characteristic: from device to circuit application toward quaternary inverter
JH Lim, J Shim, BS Kang, G Shin, H Kim, M Andreev, KS Jung, KH Kim, ...
Advanced Functional Materials 29 (48), 1905540, 2019
392019
Genetic algorithm-based energy-aware CNN quantization for processing-in-memory architecture
B Kang, A Lu, Y Long, D Kim, S Yu, S Mukhopadhyay
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
82021
Monolithic 3D integration of 2D materials-based electronics towards ultimate edge computing solutions
JH Kang, H Shin, KS Kim, MK Song, D Lee, Y Meng, C Choi, JM Suh, ...
Nature Materials 22 (12), 1470-1477, 2023
42023
MONETA: A processing-in-memory-based hardware platform for the hybrid convolutional spiking neural network with online learning
D Kim, B Chakraborty, X She, E Lee, B Kang, S Mukhopadhyay
Frontiers in Neuroscience 16, 775457, 2022
42022
Unsupervised hebbian learning on point sets in starcraft ii
B Kang, H Kumar, S Dash, S Mukhopadhyay
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
32022
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
B Chakraborty, B Kang, H Kumar, S Mukhopadhyay
2024 International Conference on Learning Representations (ICLR), 2024
12024
Forecasting Local Behavior of Self-organizing Many-agent System without Reconstruction
B Kang, M Lee, H Kumar, S Mukhopadhyay
arXiv preprint arXiv:2210.17289, 2022
12022
Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction
H Kumar, B Chakraborty, B Kang, S Mukhopadhyay
arXiv preprint arXiv:2402.15163, 2024
2024
Forecasting Evolution of Clusters in Game Agents with Hebbian Learning
B Kang, S Mukhopadhyay
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
2023
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
B Kang, B Chakraborty, S Mukhopadhyay
2023 International Conference on Learning Representations (ICLR), 2023
2023
Energy-aware DNN Quantization for Processing-In-Memory Architecture
B Kang
Georgia Institute of Technology, 2022
2022
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