Population Transformer: Learning population-level representations of neural activity

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Totem: Tokenized time series embeddings for general time series analysis

S Talukder, Y Yue, G Gkioxari - arxiv preprint arxiv:2402.16412, 2024 - arxiv.org
This work studies the problem of time series analysis with generalist (or foundation) models,
which are models trained across many data domains. Drawing inspiration from the …
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[免费ChatGPT] [DeepSeek可用网址] [PDF] neurips.cc

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals

H Zheng, H Wang, W Jiang, Z Chen… - Advances in …, 2025 - proceedings.neurips.cc
Invasive brain-computer interfaces with Electrocorticography (ECoG) have shown promise
for high-performance speech decoding in medical applications, but less damaging methods …
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[免费ChatGPT] [DeepSeek可用网址] [PDF] arxiv.org

NeuroAI for AI Safety

P Mineault, N Zanichelli, JZ Peng, A Arkhipov… - arxiv preprint arxiv …, 2024 - arxiv.org
As AI systems become increasingly powerful, the need for safe AI has become more
pressing. Humans are an attractive model for AI safety: as the only known agents capable of …
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