Machine learning for neural decoding

2 August 2017

Papers citing "Machine learning for neural decoding"

35 / 35 papers shown

Title
Neural Encoding and Decoding at Scale Yizi Zhang Yanchen Wang Mehdi Azabou Alexandre Andre Zixuan Wang Hanrui Lyu International Brain Laboratory Eva L. Dyer Liam Paninski Cole Hurwitz AI4CE 34 0 0 11 Apr 2025
Intra-neuronal attention within language models Relationships between activation and semantics Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Corbet Alois Georgeon Michael Veillet-Guillem MILM 41 0 0 17 Mar 2025
An Algorithm Board in Neural Decoding Jingyi Feng Kai Yang 75 0 0 18 Feb 2025
LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment Yifei Liu Hengwei Ye Shuhang Li 29 0 0 05 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects Georgios Mentzelopoulos Evangelos Chatzipantazis Ashwin G. Ramayya Michelle J. Hedlund Vivek P. Buch Kostas Daniilidis Konrad P. Kording Flavia Vitale 30 0 0 01 Nov 2024
Neuropsychology of AI: Relationship Between Activation Proximity and Categorical Proximity Within Neural Categories of Synthetic Cognition Michael Pichat Enola Campoli William Pogrund Jourdan Wilson Michael Veillet-Guillem Anton Melkozerov Paloma Pichat Armanouche Gasparian Samuel Demarchi Judicael Poumay NAI 48 3 0 08 Oct 2024
Alternators For Sequence Modeling Mohammad Reza Rezaei Adji Bousso Dieng 26 0 0 20 May 2024
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation Yididiya Y. Nadew Xuhui Fan Christopher J. Quinn 17 2 0 19 May 2024
Deep Learning for real-time neural decoding of grasp Paolo Viviani Ilaria Gesmundo Elios Ghinato Andres Y. Agudelo-Toro Chiara Vercellino ... A. Scionti M. Ghislieri Valentina Agostini O. Terzo H. Scherberger 11 0 0 02 Nov 2023
A Unified, Scalable Framework for Neural Population Decoding Mehdi Azabou Vinam Arora Venkataramana Ganesh Ximeng Mao Santosh Nachimuthu Michael J. Mendelson Blake A. Richards M. Perich Guillaume Lajoie Eva L. Dyer HAI AI4TS 24 35 0 24 Oct 2023
Latent Dynamical Implicit Diffusion Processes Mohammadreza Rezaei DiffM 36 1 0 12 Jun 2023
A Deep-Learning-Based Neural Decoding Framework for Emotional Brain-Computer Interfaces Xinming Wu Ji Dai AI4CE 14 1 0 08 Mar 2023
Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification J. Krishnan Zeyu Lian Pieter E Oomen Xiulan He S. Majdi A. Schuppert Andrew Ewing 19 0 0 06 Feb 2023
Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU? Jakub Ho'scilowicz Marcin Sowanski Piotr Czubowski Artur Janicki 23 2 0 27 Jan 2023
A Topological Deep Learning Framework for Neural Spike Decoding Edward C. Mitchell Brittany Story D. Boothe P. Franaszczuk Vasileios Maroulas 26 8 0 01 Dec 2022
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface Jiawei Liao Lars Widmer Xiaying Wang Alfio Di Mauro Samuel R. Nason-Tomaszewski C. Chestek Luca Benini Taekwang Jang 19 11 0 07 Oct 2022
In the realm of hybrid Brain: Human Brain and AI Hoda Fares Margherita Ronchini M. Zamani H. Farkhani F. Moradi 21 5 0 04 Oct 2022
Integrating Statistical and Machine Learning Approaches to Identify Receptive Field Structure in Neural Populations Mehrad Sarmashghi Shantanu P. Jadhav U. Eden 26 1 0 25 Jul 2022
Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis Mohammadreza Rezaei Milos R. Popovic M. Lankarany Ali Yousefi AI4TS 8 0 0 22 May 2022
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs MohammadAli Shaeri Arshia Afzal Mahsa Shoaran 14 14 0 04 Apr 2022
A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data Shengjie Zheng Wenyi Li Lang Qian Che He Xiaojian Li 11 4 0 26 Mar 2022
Repairing Brain-Computer Interfaces with Fault-Based Data Acquisition Cailin Winston Caleb Winston Chloe N. Winston Claris Winston Cleah Winston Rajesh P. N. Rao René Just 16 1 0 20 Mar 2022
Compressed Predictive Information Coding Rui Meng Tianyi Luo K. Bouchard 19 1 0 03 Mar 2022
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 24 3 0 02 Dec 2021
Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua SSL 32 0 0 29 Nov 2021
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity Felix Pei Joel Ye D. Zoltowski Anqi Wu Raeed H. Chowdhury ... L. Miller Jonathan W. Pillow Il Memming Park Eva L. Dyer C. Pandarinath 47 86 0 09 Sep 2021
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 23 12 0 07 Oct 2020
Control for Multifunctionality: Bioinspired Control Based on Feeding in Aplysia californica Victoria A. Webster-Wood Jeffrey P. Gill P. Thomas H. Chiel 16 16 0 11 Aug 2020
Deep Learning-based Stress Determinator for Mouse Psychiatric Analysis using Hippocampus Activity Donghan Liu Benjamin C. M. Fung T. Wong 11 0 0 11 Jun 2020
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI J. Livezey Joshua I. Glaser AI4CE 16 9 0 19 May 2020
Low-Rank Nonlinear Decoding of $μ$ -ECoG from the Primary Auditory Cortex M. Emami Mojtaba Sahraee Ardakan Parthe Pandit A. Fletcher S. Rangan M. Trumpis Brinnae Bent Chia-Han Chiang J. Viventi BDL 15 2 0 06 May 2020
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis David G. Clark J. Livezey K. Bouchard AI4TS 11 24 0 23 May 2019
Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks Hui Li Yajing Zheng Shanshan Jia Yichen Zhang Zhaofei Yu Feng Chen Yonghong Tian Tiejun Huang Jian K. Liu 11 23 0 06 Nov 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 15 114 0 21 May 2018