Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces

Autor: Meng, Lubin, Jiang, Xue, Chen, Xiaoqing, Liu, Wenzhong, Luo, Hanbin, Wu, Dongrui

Publikováno v: L. Meng, X. Jiang, X. Chen, W. Liu, H. Luo and D. Wu, Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces, Information Fusion, 107:102316, 2024

A brain-computer interface (BCI) enables direct communication between the brain and an external device. Electroencephalogram (EEG) is a common input signal for BCIs, due to its convenience and low cost. Most research on EEG-based BCIs focuses on the

Externí odkaz: http://arxiv.org/abs/2412.07231

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces

Autor: Jia, Tianwang, Meng, Lubin, Li, Siyang, Liu, Jiajing, Wu, Dongrui

Publikováno v: IEEE Trans. on Neural Systems and Rehabilitation Engineering, 32:3442-3451, 2024

Training an accurate classifier for EEG-based brain-computer interface (BCI) requires EEG data from a large number of users, whereas protecting their data privacy is a critical consideration. Federated learning (FL) is a promising solution to this ch

Externí odkaz: http://arxiv.org/abs/2412.01079

MAGAZ3NE: Evidence for Galactic Conformity in $z\gtrsim3$ Protoclusters

Autor: McConachie, Ian, Wilson, Gillian, Forrest, Ben, Marsan, Z. Cemile, Muzzin, Adam, Cooper, M. C., Annunziatella, Marianna, Marchesini, Danilo, Gomez, Percy, Chang, Wenjun, Stawinski, Stephanie M. Urbano, McDonald, Michael, Webb, Tracy, Noble, Allison, Lemaux, Brian C., Shah, Ekta A., Staab, Priti, Lubin, Lori M., Gal, Roy R.

We examine the quiescent fractions of massive galaxies in six $z\gtrsim3$ spectroscopically-confirmed protoclusters in the COSMOS field, one of which is newly confirmed and presented here. We report the spectroscopic confirmation of MAGAZ3NE~J100143+

Externí odkaz: http://arxiv.org/abs/2411.14641

Revised Masses for Low Density Planets Orbiting the Disordered M-dwarf System TOI-1266

Autor: Tyler, Dakotah, Petigura, Erik A., Rogers, James, Lubin, Jack, Seifhart, Andreas, Bean, Jacob L., Brady, Madison, Luque, Rafael

We present an analysis of 126 new radial velocity measurements from the MAROON-X spectrograph to investigate the TOI-1266 system, which hosts two transiting sub-Neptunes at 10.8 and 18.8 days. We measure masses of $M_{b}=4.01~\pm~0.55~M_{\oplus}$ for

Externí odkaz: http://arxiv.org/abs/2410.20282

The HD 191939 Exoplanet System is Well-Aligned and Flat

Autor: Lubin, Jack, Petigura, Erik A., Van Zandt, Judah, Beard, Corey, Dai, Fei, Halverson, Samuel, Holcomb, Rae, Howard, Andrew W., Isaacson, Howard, Luhn, Jacob, Robertson, Paul, Rubenzahl, Ryan A., Stefansson, Gudmundur, Winn, Joshua N., Brodheim, Max, Deich, William, Hill, Grant M., Gibson, Steven R., Holden, Bradford, Householder, Aaron, Laher, Russ R., Lanclos, Kyle, Payne, Joel, Roy, Arpita, Smith, Roger, Shaum, Abby P., Schwab, Christian, Walawender, Josh

We report the sky-projected spin-orbit angle $\lambda$ for HD 191939 b, the innermost planet in a 6 planet system, using Keck/KPF to detect the Rossiter-McLaughlin (RM) effect. Planet b is a sub-Neptune with radius 3.4 $\pm$ 0.8 R$_{\oplus}$ and mass

Externí odkaz: http://arxiv.org/abs/2409.06795