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Decoding Continuous Character-based Language from Non-invasive Brain Recordings

https://doi.org/10.1101/2024.03.19.585656

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Neuroanatomical correlates of phonological processing of Chinese characters and alphabetic words: A meta‐analysis

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Deep learning with convolutional neural networks for EEG decoding and visualization

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Functional connectivity during orthographic, phonological, and semantic processing of Chinese characters identifies distinct visuospatial and phonosemantic networks

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Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

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Siamese Neural Networks: An Overview

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Determining the Optimal Number of MEG Trials: A Machine Learning and Speech Decoding Perspective

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3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

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The Brain Connectome for Chinese Reading

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Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials

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Independent syntactic representation identified in left front-temporal cortex during Chinese sentence comprehension

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Specialization of phonological and semantic processing in Chinese word reading

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Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies

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Rethinking the function of brain regions for reading Chinese characters in a meta-analysis of fMRI studies

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Orthographic and phonological processing of Chinese characters: an fMRI study

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FSL

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A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading

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A meta-analysis of fMRI studies on Chinese orthographic, phonological, and semantic processing

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The contribution of the left mid-fusiform cortical thickness to Chinese and English reading in a large Chinese sample

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Preference Distributions of Primary Motor Cortex Neurons Reflect Control Solutions Optimized for Limb Biomechanics

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The neurobiology of semantic memory

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Dual coding of knowledge in the human brain

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Writing Systems

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Learning representations by back-propagating errors

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Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit

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Natural speech reveals the semantic maps that tile human cerebral cortex

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Decoding the visual and subjective contents of the human brain

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The neural and computational bases of semantic cognition

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Toward a universal decoder of linguistic meaning from brain activation

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Speech synthesis from neural decoding of spoken sentences

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High-performance brain-to-text communication via handwriting

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Semantic reconstruction of continuous language from non-invasive brain recordings

inferredcites →https://doi.org/10.1038/s41598-018-37359-zopenalex-snapshot

Towards reconstructing intelligible speech from the human auditory cortex

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Brains and algorithms partially converge in natural language processing

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Neuroprosthesis for Decoding Speech in a Paralyzed Person with Anarthria

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Deep learning-based electroencephalography analysis: a systematic review

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Decoding vowels and consonants in spoken and imagined words using electrocorticographic signals in humans

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Cultural Constraints on Brain Development: Evidence from a Developmental Study of Visual Word Processing in Mandarin Chinese

inferredcites →https://doi.org/10.1097/01.wnr.0000233090.00463.35openalex-snapshot

Dissociated roles of the middle frontal gyri in the processing of Chinese characters

inferredcites →https://doi.org/10.1101/327601openalex-snapshot

Incorporating Context into Language Encoding Models for fMRI

inferredcites →https://doi.org/10.1103/revmodphys.65.413openalex-snapshot

Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain

inferredcites →https://doi.org/10.1108/eb026526openalex-snapshot

A STATISTICAL INTERPRETATION OF TERM SPECIFICITY AND ITS APPLICATION IN RETRIEVAL

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Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/embc.2018.8512199openalex-snapshot

Decoding Speech from Intracortical Multielectrode Arrays in Dorsal “Arm/Hand Areas” of Human Motor Cortex

inferredcites →https://doi.org/10.1109/tpami.2012.59openalex-snapshot

3D Convolutional Neural Networks for Human Action Recognition

inferredcites →https://doi.org/10.1109/tssc.1969.300225openalex-snapshot

Visual Feature Extraction by a Multilayered Network of Analog Threshold Elements

inferredcites →https://doi.org/10.1126/science.1063736openalex-snapshot

Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex

inferredcites →https://doi.org/10.1126/science.1152876openalex-snapshot

Predicting Human Brain Activity Associated with the Meanings of Nouns

inferredcites →https://doi.org/10.1142/9789812797926_0003openalex-snapshot

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

inferredcites →https://doi.org/10.1152/jn.00032.2010openalex-snapshot

New Method for fMRI Investigations of Language: Defining ROIs Functionally in Individual Subjects

inferredcites →https://doi.org/10.1162/089120103321337458openalex-snapshot

Word Reordering and a Dynamic Programming Beam Search Algorithm for Statistical Machine Translation

inferredcites →https://doi.org/10.1214/aoms/1177729586openalex-snapshot

A Stochastic Approximation Method

inferredcites →https://doi.org/10.1371/journal.pbio.1001251openalex-snapshot

Reconstructing Speech from Human Auditory Cortex

inferredcites →https://doi.org/10.1523/jneurosci.0118-21.2021openalex-snapshot

Voxelwise Encoding Models Show That Cerebellar Language Representations Are Highly Conceptual

inferredcites →https://doi.org/10.1523/jneurosci.23-10-03963.2003openalex-snapshot

The Underpinnings of the BOLD Functional Magnetic Resonance Imaging Signal

inferredcites →https://doi.org/10.18653/v1/2023.acl-long.741openalex-snapshot

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language

inferredcites →https://doi.org/10.18653/v1/d19-1276openalex-snapshot

Specializing Word Embeddings (for Parsing) by Information Bottleneck

inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

inferredcites →https://doi.org/10.3115/1073083.1073135openalex-snapshot

BLEU

inferredcites →https://doi.org/10.3389/fnins.2020.00290openalex-snapshot

Decoding Imagined and Spoken Phrases From Non-invasive Neural (MEG) Signals

inferredcites →https://doi.org/10.4324/9781410601483openalex-snapshot

Reading Chinese Script

inferredcites →https://doi.org/10.48550/arxiv.2005.14165openalex-snapshot

Language Models are Few-Shot Learners

inferredcites →https://doi.org/10.48550/arxiv.2107.03374openalex-snapshot

A Direction-Aware Study of LLM-Based Code Translation Across Eight Programming Languages

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Discernment and Social Learning as a Companion Training Layer

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PaLM: Scaling Language Modeling with Pathways

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LLaMA: Open and Efficient Foundation Language Models

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Encoding and Decoding Framework to Uncover the Algorithms of Cognition

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1038/s41467-025-65499-0openalex-snapshot

Towards decoding individual words from non-invasive brain recordings

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A Multimodal Affective Mandarin Protocol for Non-Invasive Brain-to-Text and Emotion-State Decoding

inferred← citeshttps://doi.org/10.3390/s26103212openalex-snapshot

Imagined Speech Brain–Computer Interface: A Task-Oriented Review of Neural Decoding

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