Jea Kwon
I am Jay, Postdoc @ IBS, Korea
Artificial Systems Aligned with Natural Intelligence
Currently, I am interested in developing artificial systems that align well with natural intelligence:
- Short-term and long-term memory systems in Transformer
- Machine vision representational alignment with brain
- Understanding and developing an intelligent behavior system
If you have any similar research interests, feel free to reach out!
publications
2023
- NeurIPSTransformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearityIn Advances in Neural Information Processing Systems (NeurIPS) 2023
- Nat. Metab.Hypothalamic GABRA5-positive neurons control obesity via astrocytic GABANature metabolism 2023
- CVPR-WSUBTLE: An unsupervised platform with temporal link embedding that maps animal behaviorIn CVPR 2023 CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling 2023
- brainVisualizing reactive astrocyte-neuron interaction in Alzheimer’s disease using 11C-acetate and 18F-FDGBrain 2023
2022
- NeurIPS-WTransformer needs NMDA receptor nonlinearity for long-term memoryIn NeurIPS 2022 Memory in Artificial and Real Intelligence workshop 2022
- CVPR-WAVATAR: AI Vision Analysis for Three-dimensional Action in Real-timeIn CVPR 2022 CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling 2022
- Dopamine-induced astrocytic Ca2+ signaling in mPFC is mediated by MAO-B in young mice, but by dopamine receptors in adult miceMolecular Brain 2022
- Cell Metab.Astrocytic urea cycle detoxifies Aβ-derived ammonia while impairing memory in Alzheimer’s diseaseCell Metabolism 2022
- Exp. Neurobiol.Generation of Astrocyte-Specific MAOB Conditional Knockout Mouse with Minimal Tonic GABA InhibitionExperimental Neurobiology 2022
2021
- Mol. BrainRetina-attached slice recording reveals light-triggered tonic GABA signaling in suprachiasmatic nucleusMolecular brain 2021
- Exp. Neurobiol.A Deafness Associated Protein TMEM43 Interacts with KCNK3 (TASK-1) Two-pore Domain K+ (K2P) Channel in the CochleaExperimental Neurobiology 2021
- Exp. Neurobiol.Ultimate COVID-19 detection protocol based on saliva sampling and qRT-PCR with risk probability assessmentExperimental neurobiology 2021
2020
- J. Neurosci.Excitation-inhibition imbalance leads to alteration of neuronal coherence and neurovascular coupling under acute stressJournal of Neuroscience 2020
2019
- Curr. Biol.Ultrasonic neuromodulation via astrocytic TRPA1Current Biology 2019
- Exp. Neurobiol.Tweety-homolog (Ttyh) family encodes the pore-forming subunits of the swelling-dependent volume-regulated anion channel (VRACswell) in the brainExperimental neurobiology 2019
2018
- PNASControl of motor coordination by astrocytic tonic GABA release through modulation of excitation/inhibition balance in cerebellumProceedings of the National Academy of Sciences 2018
- Exp. Neurobiol.Development of a Low-cost, Comprehensive Recording System for Circadian Rhythm BehaviorExperimental Neurobiology 2018
2017
- Exp. Neurobiol.Orai1 and Orai3 in combination with Stim1 mediate the majority of store-operated calcium entry in astrocytesExperimental Neurobiology 2017
2016
- Nat. Commun.The Ca2+-activated chloride channel anoctamin-2 mediates spike-frequency adaptation and regulates sensory transmission in thalamocortical neuronsNature communications 2016