| Discretization of continuous input spaces in the hippocampal autoencoder | May 23, 2024 | Hippocampus | CodeCode Available | 0 |
| PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis | May 23, 2024 | Continual LearningContrastive Learning | —Unverified | 0 |
| Could a Computer Architect Understand our Brain? | May 21, 2024 | DescriptiveERP | —Unverified | 0 |
| Bayesian Theory of Consciousness as Exchangeable Emotion-Cognition Inference | May 17, 2024 | HippocampusNavigate | —Unverified | 0 |
| A Global Data-Driven Model for The Hippocampus and Nucleus Accumbens of Rat From The Local Field Potential Recordings (LFP) | May 10, 2024 | Hippocampus | —Unverified | 0 |
| Diversity in the radiation-induced transcriptomic temporal response of mouse brain tissue regions | Apr 29, 2024 | DiversityHippocampus | —Unverified | 0 |
| Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold | Apr 18, 2024 | Disease PredictionHippocampus | CodeCode Available | 0 |
| A Coupled Neural Field Model for the Standard Consolidation Theory | Apr 3, 2024 | HippocampusRetrieval | —Unverified | 0 |
| Inverted Inference and Recursive Bootstrapping: A Primal-Dual Theory of Structured Cognition | Apr 1, 2024 | AllHippocampus | —Unverified | 0 |
| Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Mesh Variational Autoencoder with Contrastive Learning | Mar 31, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| 3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation | Mar 25, 2024 | DecoderHippocampus | CodeCode Available | 0 |
| Altered patterning of neural activity in a tauopathy mouse model | Mar 23, 2024 | Hippocampus | —Unverified | 0 |
| Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series | Mar 16, 2024 | Functional ConnectivityHippocampus | —Unverified | 0 |
| ScAtt: an Attention based architecture to analyze Alzheimer's disease at cell type level from single-cell RNA-sequencing data | Mar 12, 2024 | Hippocampus | —Unverified | 0 |
| ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution | Mar 4, 2024 | Hippocampus | CodeCode Available | 1 |
| Analyzing Regional Organization of the Human Hippocampus in 3D-PLI Using Contrastive Learning and Geometric Unfolding | Feb 27, 2024 | Contrastive LearningHippocampus | —Unverified | 0 |
| Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro | Feb 12, 2024 | Event DetectionHippocampus | —Unverified | 0 |
| Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents | Feb 2, 2024 | Hippocampusreinforcement-learning | —Unverified | 0 |
| BrainSLAM: SLAM on Neural Population Activity Data | Feb 1, 2024 | Decision MakingHippocampus | —Unverified | 0 |
| Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs | Jan 25, 2024 | Graph Neural NetworkHippocampus | —Unverified | 0 |
| Memory, Space, and Planning: Multiscale Predictive Representations | Jan 16, 2024 | Hippocampus | —Unverified | 0 |
| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Multi-Modal Cognitive Maps based on Neural Networks trained on Successor Representations | Dec 22, 2023 | HippocampusWord Embeddings | —Unverified | 0 |
| MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept | Dec 19, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 |
| Wake-Sleep Consolidated Learning | Dec 6, 2023 | Continual LearningHippocampus | —Unverified | 0 |
| Quantifying Hippocampal Shape Asymmetry in Alzheimer's Disease Using Optimal Shape Correspondences | Dec 2, 2023 | Hippocampus | —Unverified | 0 |
| Predictive auxiliary objectives in deep RL mimic learning in the brain | Oct 9, 2023 | Auxiliary LearningDeep Reinforcement Learning | —Unverified | 0 |
| Bio-inspired computational memory model of the Hippocampus: an approach to a neuromorphic spike-based Content-Addressable Memory | Oct 9, 2023 | Hippocampus | CodeCode Available | 0 |
| Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation | Sep 28, 2023 | Hippocampusregression | CodeCode Available | 0 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Global cognitive graph properties dynamics of hippocampal formation | Aug 7, 2023 | Hippocampus | —Unverified | 0 |
| Memory Encoding Model | Aug 2, 2023 | Brain DecodingHippocampus | CodeCode Available | 1 |
| CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics | Jul 31, 2023 | AI Agentclass-incremental learning | CodeCode Available | 0 |
| Confidence Intervals for Performance Estimates in Brain MRI Segmentation | Jul 20, 2023 | Brain Tumor SegmentationHippocampus | —Unverified | 0 |
| Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations | Jul 20, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 |
| External Reasoning: Towards Multi-Large-Language-Models Interchangeable Assistance with Human Feedback | Jul 5, 2023 | Hippocampus | CodeCode Available | 0 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP | Jun 7, 2023 | HippocampusMeta-Learning | —Unverified | 0 |
| Volumetric medical image segmentation through dual self-distillation in U-shaped networks | Jun 5, 2023 | Brain Tumor SegmentationDecoder | CodeCode Available | 0 |
| Navigation through the complex world -- the neurophysiology of decision-making processes | Jun 5, 2023 | Decision MakingHippocampus | —Unverified | 0 |
| Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mapping | May 22, 2023 | Decision MakingHippocampus | CodeCode Available | 0 |
| Theta sequences as eligibility traces: a biological solution to credit assignment | May 14, 2023 | Hippocampus | CodeCode Available | 0 |
| Incomplete hippocampal inversion and hippocampal subfield volumes: Implementation and inter-reliability of automatic segmentation | Apr 28, 2023 | HippocampusSegmentation | —Unverified | 0 |
| Ecologically mapped neuronal identity: Towards standardizing activity across heterogeneous experiments | Apr 28, 2023 | Hippocampus | —Unverified | 0 |
| Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI | Apr 10, 2023 | HippocampusSelf-Supervised Learning | —Unverified | 0 |
| NAISR: A 3D Neural Additive Model for Interpretable Shape Representation | Mar 16, 2023 | 3D Shape ReconstructionDisentanglement | CodeCode Available | 1 |
| Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks | Mar 11, 2023 | HippocampusSemantic Segmentation | —Unverified | 0 |
| Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation | Mar 4, 2023 | General KnowledgeHippocampus | —Unverified | 0 |
| Hybrid Spiking Neural Network Fine-tuning for Hippocampus Segmentation | Feb 14, 2023 | Hippocampus | —Unverified | 0 |
| Graph schemas as abstractions for transfer learning, inference, and planning | Feb 14, 2023 | Graph LearningHippocampus | —Unverified | 0 |