Author
University of California, Los AngelesORCID 0000-0003-2869-4692Unclaimed ORCID profile · follow to get notified of new preprints
5 papers
Recent·Most cited
Yuanyi Ding, Soraya L. S. Dunn, John J. Sakon…·Itzhak Fried
This paper develops a transformer model to decode specific memories from human neuronal activity before and after sleep, finding differential contributions from brain regions.
Yipeng Zhang, Lawrence Liu, Yuanyi Ding…·Vwani Roychowdhury
PyHFO is a lightweight deep learning platform for efficient HFO detection in EEG data, achieving 50x speed improvements over standard methods.
Yipeng Zhang, Zahra M. Aghajan, Matias J. Ison…·Itzhak Fried
The paper decodes human identity from neuronal activity using computer vision and deep learning, finding that tens of neurons in brain regions beyond MTL can robustly represent concepts.
Yipeng Zhang, Qiujing Lu, Tonmoy Monsoor…·Hiroki Nariai
This paper develops a deep learning algorithm to detect and classify epileptogenic high-frequency oscillations (eHFOs) from intracranial EEG data with high accuracy.