Beyond Plastic Labels: Polymer-Aware Substrate Encoding Improves Plastizyme Prediction and Reliability Models

Authors: Wasswa, Joseph^aff1, Ramsundar, Bharath^aff2

Source: ACS ES&T Engineering. 6(9):2688-2705

Availability: https://pubs.acs.org/doi/10.1021/acsestengg.6c00559

Cross-attention encoding models reveal dynamic spatiotemporal routing across human higher visual cortex

Authors: Inabathini, Iishaan, Henderson, Margaret M.

Subject Terms: Neurons and Cognition, Artificial Intelligence, Machine Learning

Access URL: https://arxiv.org/abs/2609.36366

A Cybersecurity Text Information Encoding Model Based on Optimized Word2vec

Authors: Wang, Zhengxian, Dai, Jiaxi

Source: 2025 10th International Conference on Cyber Security and Information Engineering (ICCSIE) ICCSIE Cyber Security and Information Engineering (ICCSIE), 2025 10th International Conference on. :524-528 Jul, 2025

Relation: 2025 10th International Conference on Cyber Security and Information Engineering (ICCSIE)

Question-Enhanced for Semantic Representation in Fine-Tuning Pre-Trained Encoding Models for Chinese Event Argument Extraction

Authors: Zhou, Xiaolei, Liang, Yulong, Guo, Ruifeng, Sun, Huajun

Source: 2024 10th International Conference on Computer and Communications (ICCC) Computer and Communications (ICCC), 2024 10th International Conference on. :492-497 Dec, 2024

Relation: 2024 10th International Conference on Computer and Communications (ICCC)

Do Feature Representations from Different Language Models Affect Accuracy of Brain Encoding Models' Predictions?

Authors: Liu, Muxuan, Kobayashi, Ichiro

Source: 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2024 IEEE International Conference on. :2766-2771 Oct, 2024

Relation: 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG

Authors: Vaidya, Aditya R., Antonello, Richard J., Huth, Alexander G.

Subject Terms: Computation and Language

Access URL: https://arxiv.org/abs/2605.19224

Independent-Component-Based Encoding Models of Brain Activity During Story Comprehension

Authors: Hari, Kamya, Binhuraib, Taha, Li, Jin, Shain, Cory, Ivanova, Anna A.

Subject Terms: Computation and Language, Neurons and Cognition

Access URL: https://arxiv.org/abs/2604.24942

Robust Evaluation of Neural Encoding Models via ground-truth approximation

Authors: Di Liberto, Giovanni M.

Subject Terms: Neurons and Cognition

Access URL: https://arxiv.org/abs/2604.14694

Neural network-based encoding in free-viewing fMRI with gaze-aware models

Authors: Gozukara, Dora, Ahmad, Nasir, Seeliger, Katja, Oetringer, Djamari, Geerligs, Linda

Source: Neurons, Behavior, Data analysis, and Theory, 2026

Subject Terms: Neurons and Cognition

Access URL: http://arxiv.org/abs/2603.11663

Rapid cortical mapping with cross-participant encoding models.

Authors: Tang J; Department of Speech, Language, and Hearing Sciences, The University of Texas at Austin, Austin, TX, United States., Huth AG; Department of Statistics, University of California, Berkeley, CA, United States.; Department of Neuroscience, University of California, Berkeley, CA, United States.

Source: Imaging neuroscience (Cambridge, Mass.) [Imaging Neurosci (Camb)] 2026 Sep 03; Vol. 4. Date of Electronic Publication: 2026 Sep 03 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: The MIT Press Country of Publication: United States NLM ID: 9918663686606676 Publication Model: eCollection Cited Medium: Internet ISSN: 2837-6056 (Electronic) Linking ISSN: 28376056 NLM ISO Abbreviation: Imaging Neurosci (Camb) Subsets: MEDLINE

MeSH Terms: Brain Mapping*/methods , Cerebral Cortex*/physiology , Cerebral Cortex*/diagnostic imaging , Magnetic Resonance Imaging*/methods , Models, Neurological*, Image Processing, Computer-Assisted/methods ; Humans ; Language ; Semantics

Computational Spectral Imaging with Unified Encoding Model and Beyond

Authors: Liu, Xinyuan, Li, Lingen, Zhu, Lin, Wang, Lizhi

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :1368-1378 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models

Authors: Calef, Robert, Liang, Arthur, Kellis, Manolis, Zitnik, Marinka

Subject Terms: Quantitative Methods

Access URL: http://arxiv.org/abs/2512.18114

A Multi-View fMRI Model with Voxel Inner State for Vision Encoding

Authors: Li, Yueying, Wu, Hao, Chen, Badong

Source: 2023 China Automation Congress (CAC) Automation Congress (CAC), 2023 China. :9412-9418 Nov, 2023

Relation: 2023 China Automation Congress (CAC)

Jacobian-Based Interpretation of Nonlinear Neural Encoding Model

Authors: Gao, Xiaohui, Yang, Haoran, Cheng, Yue, Zuo, Mengfei, Liu, Yiheng, Li, Peiyang, Hu, Xintao

Subject Terms: Neurons and Cognition

Access URL: http://arxiv.org/abs/2510.13688

Linking retinal sampling in neural encoding models to temporal profiles of visual processing in humans.

Authors: Müller N; Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands., Chen H; Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands., Wahlberg S; Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands., Scholte HS; Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands., Groen IIA; Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.; Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands.

Source: PLoS computational biology [PLoS Comput Biol] 2026 Jun 30; Vol. 22 (6), pp. e1014371. Date of Electronic Publication: 2026 Jun 30 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

MeSH Terms: Visual Cortex*/physiology , Visual Perception*/physiology , Retina*/physiology , Models, Neurological*, Visual Fields/physiology ; Retinal Ganglion Cells/physiology ; Humans ; Convolutional Neural Networks ; Electroencephalography ; Computational Biology ; Adult ; Female ; Photic Stimulation ; Male

An Improved GaborNet Visual Encoding Model with Nonlinear Mapping and Data Augmentation

Authors: Li, Jingwei, Chen, Panpan, Zhang, Chi, Wang, Linyuan, Yan, Bin, Tong, Li

Source: 2022 7th International Conference on Computational Intelligence and Applications (ICCIA) Computational Intelligence and Applications (ICCIA), 2022 7th International Conference on. :180-184 Jun, 2022

Relation: 2022 7th International Conference on Computational Intelligence and Applications (ICCIA)

Estimating Brain Activity with High Spatial and Temporal Resolution using a Naturalistic MEG-fMRI Encoding Model

Authors: Jin, Beige Jerry, Wehbe, Leila

Subject Terms: Neurons and Cognition, Computation and Language, Machine Learning, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2510.09415

Convolutional neural network models describe the encoding subspace of local circuits in auditory cortex

Authors: Wingert, Jereme C.^{Aff1, Aff2}, Parida, Satyabrata^{Aff2, Aff3}, Norman-Haignere, Sam V.^{Aff4, Aff5, Aff6, Aff7}, David, Stephen V.^{Aff2, Aff3, IDs41593026022160_cor1}

Source: Nature Neuroscience. 29(4):876-887

LITcoder: A General-Purpose Library for Building and Comparing Encoding Models

Authors: Binhuraib, Taha, Gao, Ruimin, Ivanova, Anna A.

Subject Terms: Computation and Language, Neurons and Cognition

Access URL: https://arxiv.org/abs/2509.09152

Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: their impact on model's accuracy

Authors: Tudisco, Antonio, Marchesin, Andrea, Zamboni, Maurizio, Graziano, Mariagrazia, Turvani, Giovanna

Subject Terms: Machine Learning

Access URL: http://arxiv.org/abs/2508.00768