Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

31 December 2024

Papers citing "Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)"

16 / 16 papers shown

Title
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
Can Transformers Smell Like Humans? Farzaneh Taleb Miguel Vasco Antônio H. Ribeiro Marten Bjorkman Danica Kragic AI4CE ViT 35 0 0 05 Nov 2024
How Many Bytes Can You Take Out Of Brain-To-Text Decoding? Richard Antonello Nihita Sarma Jerry Tang Jiaru Song Alexander G. Huth 30 1 0 22 May 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 48 24 0 11 Apr 2024
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording Bo Wang Xiran Xu Zechen Zhang Haolin Zhu Yujie Yan Xihong Wu Jing Chen SSL 33 1 0 10 Jan 2024
Instruction-tuning Aligns LLMs to the Human Brain Khai Loong Aw Syrielle Montariol Badr AlKhamissi Martin Schrimpf Antoine Bosselut 28 18 0 01 Dec 2023
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language Jingyuan Sun Xiaohan Zhang Marie-Francine Moens 43 4 0 05 Oct 2023
A Framework for Interpretability in Machine Learning for Medical Imaging Alan Q. Wang Batuhan K. Karaman Heejong Kim Jacob Rosenthal Rachit Saluja Sean I. Young M. Sabuncu AI4CE 15 10 0 02 Oct 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques Matteo Ferrante T. Boccato N. Toschi 30 14 0 01 Aug 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 92 42 0 09 Mar 2023
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 121 86 0 30 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
The Algonauts Project 2021 Challenge: How the Human Brain Makes Sense of a World in Motion Radoslaw Martin Cichy Kshitij Dwivedi B. Lahner A. Lascelles P. Iamshchinina ... A. Andonian N. Murty K. Kay Gemma Roig A. Oliva VGen 65 29 0 28 Apr 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 257 2,013 0 28 Jul 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 230 31,253 0 16 Jan 2013