Population Transformer: Learning Population-level Representations of Neural Activity

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Population Transformer: Learning Population-level Representations of Neural Activity

5 June 2024

Christopher Wang

Sabera Talukder

Vighnesh Subramaniam

Saraswati Soedarmadji

Boris Katz

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Papers citing "Population Transformer: Learning Population-level Representations of Neural Activity"

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Title
Learning Time-Scale Invariant Population-Level Neural Representations Eshani Patel Yisong Yue Geeling Chau AI4TS 64 0 0 17 Nov 2025
Learning the relative composition of EEG signals using pairwise relative shift pretraining Christopher Sandino S. Lala Geeling Chau M. Ayoughi Behrooz Mahasseni Ellen L. Zippi Ali Moin Erdrin Azemi Hanlin Goh SSL 314 0 0 14 Nov 2025
Functional embeddings enable Aggregation of multi-area SEEG recordings over subjects and sessions Sina Javadzadeh Rahil Soroushmojdehi S. Alireza Seyyed Mousavi Mehrnaz Asadi Sumiko Abe Terence D. Sanger 81 0 0 31 Oct 2025
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis Berkay Döner T. Ingolfsson Luca Benini Yawei Li 87 3 0 25 Oct 2025
Neuroprobe: Evaluating Intracranial Brain Responses to Naturalistic Stimuli Andrii Zahorodnii Christopher Wang Bennett Stankovits Charikleia Moraitaki Geeling Chau Andrei Barbu Boris Katz Ila R. Fiete 60 1 0 25 Sep 2025
POCO: Scalable Neural Forecasting through Population Conditioning Yu Duan Hamza Tahir Chaudhry Misha B. Ahrens Christopher D Harvey Matthew G Perich Karl Deisseroth Kanaka Rajan AI4CE 157 2 0 17 Jun 2025
DIVER-0 : A Fully Channel Equivariant EEG Foundation Model Danny Dongyeop Han Ahhyun Lucy Lee Taeyang Lee Yonghyeon Gwon Sebin Lee Seongjin Lee David K. Park Shinjae Yoo Jiook Cha Chun Kee Chung 57 0 0 13 Jun 2025
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera Talukder Yisong Yue Georgia Gkioxari AI4TS 482 29 0 03 Jan 2025
Unsupervised discovery of the shared and private geometry in multi-view data Sai Koukuntla Joshua B. Julian Jesse C. Kaminsky Manuel Schottdorf David W. Tank C. Brody Adam S. Charles 325 5 0 22 Aug 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signalsNeural Information Processing Systems (NeurIPS), 2024 Hui Zheng Haiteng Wang Wei-Bang Jiang Zhongtao Chen Li He Pei-Yang Lin Peng-Hu Wei Guo-Guang Zhao Yun-Zhe Liu 165 6 0 19 May 2024