{"total":39,"rows":[{"id":"2310.16046","title":"A Unified, Scalable Framework for Neural Population Decoding","created":"2023-10-24","cited_by_count":61,"area":null},{"id":"2109.04463","title":"Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity","created":"2021-09-09","cited_by_count":60,"area":null},{"id":"2307.10246","title":"Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)","created":"2023-07-17","cited_by_count":21,"area":null},{"id":"2504.08201","title":"Neural Encoding and Decoding at Scale","created":"2025-04-11","cited_by_count":20,"area":null},{"id":"2411.10458","title":"Neural decoding from stereotactic EEG: accounting for electrode variability across subjects","created":"2024-11-01","cited_by_count":17,"area":null},{"id":"2506.05320","title":"Generalizable, real-time neural decoding with hybrid state-space models","created":"2025-06-05","cited_by_count":9,"area":null},{"id":"2210.06287","title":"An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface","created":"2022-10-07","cited_by_count":8,"area":null},{"id":"2212.05037","title":"A Topological Deep Learning Framework for Neural Spike Decoding","created":"2022-12-01","cited_by_count":6,"area":null},{"id":"2204.02362","title":"Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs","created":"2022-04-04","cited_by_count":5,"area":null},{"id":"2501.02621","title":"LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment","created":"2025-01-05","cited_by_count":4,"area":null},{"id":"2312.15889","title":"Combining SNNs with Filtering for Efficient Neural Decoding in Implantable Brain-Machine Interfaces","created":"2023-12-26","cited_by_count":3,"area":null},{"id":"2405.11848","title":"Alternators For Sequence Modeling","created":"2024-05-20","cited_by_count":3,"area":null},{"id":"2410.11868","title":"Neuropsychology of AI: Relationship Between Activation Proximity and Categorical Proximity Within Neural Categories of Synthetic Cognition","created":"2024-10-08","cited_by_count":3,"area":null},{"id":"2203.02051","title":"Compressed Predictive Information Coding","created":"2022-03-03","cited_by_count":2,"area":null},{"id":"2204.05132","title":"A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data","created":"2022-03-26","cited_by_count":2,"area":null},{"id":"2203.10677","title":"Repairing Brain-Computer Interfaces with Fault-Based Data Acquisition","created":"2022-03-20","cited_by_count":1,"area":null},{"id":"2304.06040","title":"Inferring Population Dynamics in Macaque Cortex","created":"2023-04-05","cited_by_count":1,"area":null},{"id":"2405.11683","title":"Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation","created":"2024-05-19","cited_by_count":1,"area":null},{"id":"2607.14086","title":"Leveraging unlabelled data for generalizable neural population decoding","created":"2026-07-15","cited_by_count":1,"area":null},{"id":"2111.14595","title":"Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations","created":"2021-11-29","cited_by_count":0,"area":null},{"id":"2112.01176","title":"Overcoming the Domain Gap in Neural Action Representations","created":"2021-12-02","cited_by_count":0,"area":null},{"id":"2205.10947","title":"Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis","created":"2022-05-22","cited_by_count":0,"area":null},{"id":"2208.12025","title":"Integrating Statistical and Machine Learning Approaches to Identify Receptive Field Structure in Neural Populations","created":"2022-07-25","cited_by_count":0,"area":null},{"id":"2302.02650","title":"Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification","created":"2023-02-06","cited_by_count":0,"area":null},{"id":"2303.04391","title":"A Deep-Learning-Based Neural Decoding Framework for Emotional Brain-Computer Interfaces","created":"2023-03-08","cited_by_count":0,"area":null},{"id":"2311.01061","title":"Deep Learning for real-time neural decoding of grasp","created":"2023-11-02","cited_by_count":0,"area":null},{"id":"2502.12536","title":"An Algorithm Board in Neural Decoding","created":"2025-02-18","cited_by_count":0,"area":null},{"id":"2503.12992","title":"Intra-neuronal attention within language models Relationships between activation and semantics","created":"2025-03-17","cited_by_count":0,"area":null},{"id":"2505.07831","title":"Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces","created":"2025-04-30","cited_by_count":0,"area":null},{"id":"2509.03521","title":"BiND: A Neural Discriminator-Decoder for Accurate Bimanual Trajectory Prediction in Brain-Computer Interfaces","created":"2025-08-19","cited_by_count":0,"area":null},{"id":"2510.20683","title":"A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks","created":"2025-10-23","cited_by_count":0,"area":null},{"id":"2601.17641","title":"RPNT: Robust Pre-trained Neural Transformer -- A Pathway for Generalized Motor Decoding","created":"2026-01-25","cited_by_count":0,"area":null},{"id":"2604.04958","title":"CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data","created":"2026-04-03","cited_by_count":0,"area":null},{"id":"2604.23865","title":"Inverting Foundation Models of Brain Function with Simulation-Based Inference","created":"2026-04-26","cited_by_count":0,"area":null},{"id":"2605.20389","title":"Nonlocal operator learning for fMRI encoding and decoding tasks","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2607.18923","title":"Visual Semantic Decoding of Electrocorticography from Video Stimuli using End-to-End Deep Learning","created":"2026-07-21","cited_by_count":0,"area":null},{"id":"2608.04389","title":"NeuroPB: Scaling Neural Decoding with Pretrained Behavioral Representations","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2609.36736","title":"From Neurons to Conversation: Speech Brain-Computer Interfaces","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.39080","title":"Association profile conditioning in a set-temporal transformer for cross-session intracortical motor decoding","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}