List of Accepted Papers
Following is the list of accepted NER 2025 papers, sorted by paper title. You can use the search feature of your web browser to find your paper number. Notifications to all authors have also been sent by email. If you have not received your notification of the results by email, please contact us at ner2025@cmsworkshops.com.
Paper Number | Paper Title |
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1339 | A Data-Driven Surrogate Model for Spatiotemporal Prediction of Neural Responses to Electrical Stimulation |
1014 | A Dual-branch Attention ODE Graph Convolutional Network based on EEG for Assessing Subjective VR Motion Sickness |
1133 | A Framework to Analyze Cervical Spinal Cord Potentials in Sensor and Source Space |
1189 | A Low-Cost, Open-Source Wireless Platform for Real-Time Tremor Monitoring in Parkinson's Disease |
1322 | A Method for Investigating the Role of Kinesthesia During Reaching in the Presence of Flexion Synergy Post-Hemiparetic Stroke |
1187 | A Miniature Wireless Device for Closed-Loop Auditory Sleep Modulation |
1410 | A Novel Autoencoder-Based Framework for Extracting Latent Motor Unit Modes from EMG Signals |
1290 | A Novel Brain-Machine Interface (BMI) System for Motor Rehabilitation in a Severely Impaired Chronic Stroke Participant |
1183 | A Programmable System for Concurrent Neural Stimulation and Recording with Artifact Mitigation |
1320 | A Real-Time Optimization-Based Approach to Phase-Specific Triggering during Transcranial Current Stimulation |
1221 | A Real-time Platform for Detection of Hypoxic Burst Dynamics in EEG using BCI2000 |
1105 | A Two-Feature Quantitative EEG Index of Pediatric Epilepsy Severity: External Pre-Validation on CHB-MIT and Roadmap to Dravet Cohorts |
1375 | Accelerating Neuromorphic Deep Brain Stimulation Optimization through Knowledge Distillation and Enforced Sparsity |
1148 | Adaptive Dual Control for Robust and Scalable Functional Training of Prosthesis |
1305 | Adhesion Promotion for Non-Hermetic Encapsulations of Implantable Ceramic Printed Circuit Boards |
1263 | Aerosol-Jet Printed Electrodes for Neural Recording In Vivo Toward Integration with Imaging Tools |
1307 | All-Inkjet-Printed Flexible Organic Electrochemical Transistor (OECT) Array for Electrophysiological Monitoring |
1406 | An AI Framework for Microanastomosis Motion Assessment |
1441 | An Event-Level Approach to Classifying Epileptic and Psychogenic Seizures with Wearable Sensors |
1121 | An Open Library of Polymer Microelectrode Arrays for Multi-region Recording in Rodent Hippocampus |
1228 | An Open-Source Solution for Prolonged Neural Streaming from Bidirectional Deep Brain Stimulation Devices |
1266 | Artifact Identification and Mitigation Strategies for Longitudinal Neural Data Collection Onboard the Medtronic Percept DBS Device |
1219 | Assessment of neurocognitive processes during action sequence execution under varying demand |
1109 | Asynchronous EEG-to-fMRI Translation Using Multi-dimensional Feature Mapping in Stroke |
1372 | AttenPCA-Net: A Multi-Attention Deep Learning Framework with Spatial EEG Representation for P300 Spellers Enhancement |
1269 | Augmenting Mobility: A Practical Evaluation of AR-Integrated SSVEP-based Wheelchair Control |
1272 | Awakenings can Reliably be Forecast in Patients with Parkinson's Disease |
1261 | Bayesian Classification With and Without Temporal History for Estimating Parkinsonian Symptom State for Adaptive Deep Brain Stimulation |
1470 | BiND: A Bimanual Neural Discriminator–Decoder for Accurate Two-Hand Trajectory Prediction in Brain-Computer Interfaces |
1439 | Brain Organoids, Lessons from Fetal Neocortex Formation, and Rational Design for Quality Control |
1397 | BrainMAP: Multimodal Graph Learning For Efficient Brain Disease Localization |
1268 | Calcium Transient Kinetics of Vagal Sensory Neuron Responses to Inflammatory Cytokines |
1069 | Categorization of Electrode-Level Signal from Utah Arrays Implanted in Premotor and Primary Motor Cortices: A Case Study |
1185 | Characterization of Data-driven ECoG Filters for Speech and Hand Motor Decoding in an ALS Patient |
1404 | Characterization of Periodic and Aperiodic Activity of Single-Channel in-Ear Electroencephalography |
1216 | Charge-Injection Comparison of SIROF-Coated Utah Electrode Arrays Across Stimulation Polarities, Configurations, and Patterns |
1100 | Chronic 40 Hz Light Flicker Induces Cortical LTP-Like Plasticity and Gamma Oscillations Replay |
1335 | Classification of same hand motor imagery using Riemannian Geometry and Recurrent Neural Network |
1202 | Closed-Loop Control of Transcutaneous Direct Current Nerve Block May Produce Prolonged Partial Nerve Conduction |
1136 | Computational Modeling of Dendritic-Somatic Interactions Driven by Electric Field Polarization in Pyramidal Neurons |
1394 | Computational Modeling of Planar Epileptic Waves Under Ephaptic Coupling for Closed-Loop Stimulation |
1338 | Conductive Elastomer Induction Coils for Wireless Fully Polymeric Bioelectronics |
1294 | Consistency Analyses of Open-source Software for Motor Unit Decomposition Using High-density Electromyography |
1223 | Cortical dynamics underlying team performance in human-robot collaborative work under varying task demand |
1188 | Corticomuscular Connectivity and Brain Reorganization Post-Stroke |
1411 | Cost-Effective Open-Source Neuroprosthetic Arm with Modular Design and Environmental Haptic Feedback |
1270 | Cross-Condition Analysis of an SSVEP-Based Biometric Authentication System |
1285 | Data augmentation for gape cycle type detection and classifications and topological exploration of low dimensional manifolds of primary motor cortex during feeding behavior |
1246 | Data Normalization Strategies for EEG Deep Learning |
1152 | Data-Driven Hyperparameter Tuning of High-Frequency Oscillation Detection for Seizure-Onset Zone Localization |
1131 | DE-3DGAN: A Differential Entropy-Driven 3D Generative Framework for EEG-Based Emotion Recognition |
1426 | Decoding Absolute Auditory Attention from EEG Signals Using Parameterized Power Spectra |
1201 | Decoding Cognitive Flexibility with EEG in Individuals with Depression and Suicide Attempts |
1371 | Decoding Turn-Taking State Transitions in Conversational Speech from Motor Cortex Ensemble Activity |
1442 | Decomposing Behavior-irrelevant Neural Latent States via Transformer-based VAE with Total Correlation Regularization |
1306 | DeriModNet: A Derivative-Aware Modulation Network for fNIRS-Based Pain Assessment |
1208 | Designing a Data Collection Infrastructure: Challenges and Solutions in Recording-Enabled DBS Research for Psychiatric Disorders |
1162 | Detection of an Epileptic Seizure Biomarker on the Vagus Nerve for Closed-Loop Neuromodulation |
1066 | Developing a Distributed Kinematic and Neural Deep Brain Stimulation Hybrid Controller for Parkinson’s Disease |
1098 | Development of an EEG-based impulsivity severity estimation system in children with ADHD |
1343 | Development of Auxetic-Patterned Electrode Array for Regenerative Peripheral Nerve Interfaces |
1357 | Differential Tissue Coupled Powering for Injectable Electroceuticals |
1281 | Direct Current and Pulsatile Stimulation of the Vestibular System using Chronically Implanted Ionic Conduits in a Nonhuman Primate |
1435 | Dynamic Relationship Between Brain And Cardiovascular Signals In Sleep Apnea: A Granger Causality Approach |
1229 | Earable Platform with Integrated Simultaneous EEG Sensing and Auditory Stimulation |
1203 | Early Assessment of Artificial Lower Extremity Sensory Response Times and Proprioceptive Acuity via Sensory Cortex Electrical Stimulation |
1304 | eCoTran: Pain Detection from fNIRS Signals Using an Efficient Convolutional Transformer for Embedded Systems |
1213 | EEG Blink Artifacts Can Identify Read Music in Listening and Imagery |
1225 | EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology |
1209 | EEG-Based Auditory BCI for Communication in a Completely Locked-In Patient Using Volitional Frequency Band Modulation |
1277 | EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation |
1444 | Efficient Many-to-Many MRI Modality Translation via a Latent-Conditioned Vector-Quantized Network |
1311 | Electrooculography Based Eye Movement Classification for Computer Cursor Control |
1173 | Electrophysiological Alteration in Duplication 15q hiPSCs-Derived In Vitro Model |
1102 | Electrophysiological Phantom for Ear-EEG Technology |
1332 | Enhanced EEG-based Tracking of DMN Activity using ICA and EEG Source Localization for a VR Psychedelic Environment |
1264 | Enhancing Typing Speed in LLM-based P300 Speller BCIs Using A New Data-Driven Dynamic Stopping Strategy |
1331 | Estimating Neural Representations Underlying Behaviors via Point Process Filtering in Brain-machine Interface Task Learning |
1030 | Evaluation of a Novel Endovascular Electrode Array for Long-Term Cortical Recording and Stimulation |
1440 | Expedited Deep Reinforcement Learning for Muscle Activation Control of Musculoskeletal Models with Knowledge Transfer Across Motor Tasks |
1354 | Exploring High-Density DOT for Three-dimensional Imaging of Mental State using CNN and Transformer Models |
1423 | Exploring Reach and Grasp Task Aftereffect in Resting-State EEG |
1284 | Extracting Interpretable Features from EEG signals through Attention and Sparse Autoencoders |
1443 | Feasibility of Upper Limb Motor Imagery BCI Control While Walking |
1092 | Finger Force Prediction from Spinal Signals: Machine Learning Pipeline for the Neural Drive |
1227 | Flexible, Real-Time Sensorized Grooved Pegboard Test Platform for Closed-Loop Neuromodulation |
1347 | fNIRS-Based Classification of Parkinson's Disease During Standing Balance Tasks |
1249 | Focused Ultrasound Stimulation of the Cerebellar Nuclei Alters the Propagation Times in the Cerebello-Thalamic Pathway |
1317 | From Gaze to Touch: An Intracranial sEEG Bidirectional BCI for Avatar Control and Neurohaptic Feedback in Virtual Reality |
1025 | From Theory to Application: Fine-Tuning Large EEG Model with Real-World Stress Data |
1326 | Gait Speed Can Be Predicted Accurately from Minimally Processed High-density Electroencephalography Signals |
1199 | Getting More from Less- Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices |
1182 | Heartbeat-Evoked Potentials as a Biomarker of Neurological Recovery After CA in Rodents |
1325 | High-Density, Customizable Interconnect Integration on Cylindrical Neural Depth Arrays via Aerosol Jet Printing |
1432 | High-Dimensional Information Transfer from the Spinal Cord to the Brain using Spinal Cord Stimulation |
1429 | High-Gamma Electrocorticography Activity Represents Perceived Vibration Intensity in Human Somatosensory Cortex |
1421 | Identification of Optical H-reflex Activation Using Optogenetic Tibial Nerve Stimulation |
1240 | Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings |
1123 | Impact of Template and Electrode Configuration on EEG Microstate Analysis in Disorders of Consciousness |
1308 | Implant Trajectory Optimization Methods |
1113 | Improved Intracortical Insertion Mechanics via Staggered Microelectrode Shank Design |
1417 | Improving Far-Field Spike Detection via Coupled Nonlinear Pre-Emphasis in HD-MEAs |
1118 | IMU-Enhanced EEG Motion Artifact Removal with Fine-Tuned Large Brain Models |
1084 | In Vitro Assessment of Smooth Glassy Carbon as a Neural Stimulation Electrode |
1062 | Increased Involuntary Motor Threshold Stimulation in Patients with Degenerative Cervical Myelopathy |
1316 | Inference of Electrical Neural Stimulation Sensitivity from Recorded Spiking Activity using Artificial Neural Networks |
1163 | Influence of Electrical Double Layer and Amplifier Impedance on Intracortical Neural Signals |
1176 | Influence of Selectivity Metric Choice on Motor Restoration with Neural Electrical Stimulation |
1446 | In-Silico Exploration of Spatial Interference Between Nerve Cuff Electrodes |
1214 | Integrating Spatial-Temporal Channel Reliability with AI for Robust High-Frequency Oscillation Detection in Intracranial EEG |
1445 | Integration and Long-Term Use of the CorTec-BCI2000 Platform in an In Vivo Canine Model |
1139 | Investigation of Novel SBF-Automata Architecture for Periodicity Finding Solutions at Edge Systems |
1022 | In-Vivo Assessment of Muscle Fatigue in Rats Using Sinusoidal Low Frequency Alternating Currents |
1365 | In-Vivo Validation of a High-Performance, Versatile and Bidirectional Neurostimulation System. |
1081 | Listening to the Brain: A Computational Method for Modeling Ear Canal Spatial Sensitivity to Distinct Brain Sources |
1324 | Longest Sustained Cortical Activity Duration in Temporal Bisection Task Aligns with Geometric Mean for Log-Spaced Probes |
1042 | Longitudinal Impedance Modeling of SIROF-Coated Ultramicroelectrode Arrays for Chronic Neural Interface Applications |
1431 | Low-cost Open-Source Trigger Box for EEG recordings. |
1210 | Machine Learning-Based Prediction of Speech Arrest During Direct Cortical Stimulation Mapping |
1333 | Machine learning-based surrogates of musculoskeletal models to link maintained muscle activations to joint angles |
1355 | Machine Learning-Enhanced High Density Near-Infrared Spectroscopy for Exercise Intensity Evaluation |
1323 | Magnetoelectric vs. Inductive Power Delivery for Sub-cm Implantable Medical Devices: A Case Study |
1151 | Measure of Consciousness With Deep Brain Stimulation Perturbed EEG |
1051 | Microembossing Hydrogel Meso-Circuits for Patterning Dissociated Neurons Promotes Ensemble Formation |
1310 | Minimally Invasive Closed-Loop Neuromodulation via Sub-Scalp EEG-Guided Wireless Implant Activation |
1273 | MiniStiMo: A Solution for Chronic, Wireless DBS in Small Animals |
1248 | Modeling Post-Stroke Motor Behavior from Structural Lesion Networks: A Preliminary Study with Robot-Based Assessments |
1453 | Modeling Task-Related Neural Correlations with a Kernel Least Square Point Process Filter |
1473 | Modeling the Impact of the Size and Arrangement of Electrodes on their Ability to Record Action Potentials from a Large Fraction of Myelinated Axons in the Peripheral Nerves of Limbs |
1135 | Modular Motor Control of the Center of Mass Kinematic Patterns during Sit-to-Stand Tasks |
1108 | Modulating Muscle Activation via Exoskeleton-Applied Resistive Loading During Rodent Locomotion |
1475 | Modulation of Genioglossus EMG Responses by Pulse Frequency, Duration and Amplitude of Hypoglossal Nerve Stimulation: A Pilot Study |
1143 | Multi-Compartment Volume Conductor with Complete Electrode Model: Simulated Stereo-EEG Source Localization using Brainstorm-Zeffiro Plugin |
1376 | Multidimensional Chromatic Modulation in SSVEP-Based BCIs: Effects of Hue, Saturation, and Lightness Contrasts on Neural Responses |
1456 | Multimodal Analysis of Acute Neurophysiological Effects of Tibetan Bön Tsa Lung Breathwork: Insights into Autonomic and Cortical Resilience Validated with Wearable Ear-EEG |
1103 | Multi-Modal Spectral Parametrization Method (MMSPM) For Analyzing EEG Activity With Distinct Scaling Regimes |
1164 | NDX-Wearables: An NWB Extension for Clinical Neuroscience |
1359 | Neural chronicles of the unrestrained mind: 24/7 wireless monitoring of hippocampal dynamics in freely behaving mice |
1420 | Neural Membrane Excitations Induced by Repetitive Biphasic Current Pulses with Varying Interphase Interval and Phase Order |
1412 | Neuromorphic Compression of Tactile Data with Spiking Neural Networks |
1177 | N-Shaped Waveforms for Electrochemical Detection of Serotonin with Fast-Scan Cyclic Voltammetry Exhibit Altered Responses Using Boron-Doped Diamond Microelectrodes |
1178 | On the Stability of Kilosort4 Spike Sorting |
1175 | OpenNerve: An Open-Source Modular Platform for Bioelectronic Medicine |
1106 | OpenNIRScap: An Open-Source, Low-Cost Wearable Near-Infrared Spectroscopy-based Brain Interfacing Cap |
1079 | Optimizing Tonal Speech Decoding from Electrocorticography with a Multi-band Ensemble Network |
1413 | Optimizing Vestibular Implant Stimulation and Electrode Arrays in a Non-Human Primate |
1089 | Optogenetic Modulation of Epileptiform Network States in Human Hippocampus Slices |
1402 | Pain Behavioral Responses to Ionic Direct Current Peripheral Nerve Stimulation |
1314 | Parameter-Dependent Effects of Focused Ultrasound on Retinal Ganglion Cell Excitability |
1254 | Performing Bimanual Tasks with a BCI: Combining a Brain-Controlled Hand Exoskeleton with the Functional Limb |
1140 | Personalized-target HD-tACS Improved Memory Function for Mild Cognitive Impairment:A Preliminary Study |
1181 | Phase-Aware LSTM Projections for Transfer Learning across Heterogeneous Electroencephalogram Montages |
1428 | Precision Matters: How Small Deviations in Liquid Crystal Polymer Bonding Parameters Impact Neural Implant Integrity |
1150 | Pre-trained Transformer-models using chronic invasive electrophysiology for symptom decoding without patient-individual training |
1433 | Pretraining with Masked Autoencoding Improves Speech Decoding from ECoG |
1083 | Quantification of stress granules under dynamic calcium-induced stress using deep learning based two-step segmentation |
1238 | Quantitative Exploration Of Sufficient Data Quantities For EEG Decomposition Using AMICA |
1128 | Quaternion Rational Activations Functions |
1276 | Rapid and Energy-Efficient Computation of Selective Multipolar Stimulation via Least Squares Projection |
1166 | Real-life ear-EEG Recordings of Auditory Responses to Ambient Sounds |
1117 | Research on a Functional Electrical Stimulation System Triggered by Surface Electromyography |
1190 | Reservoir Computing with Neural Organoids for Comparative Studies of Neurological Health |
1460 | Resting-state EEG Functional Connectivity Differentiates Bipolar and Unipolar Depression in Adolescents |
1038 | Resting-State EEG’s Influence on Ipsilateral Motor Imagery ERS Could Enhance BCI Generalizability |
1049 | Restoring Shoulder Abduction in Individuals with Tetraplegia Using an Intracortical Brain-Computer Interface and a Soft Wearable Robot |
1360 | Robust EEG Functional Connectivity Metrics for Decoding Action Observation Conditions and Observed Actions |
1132 | Robust fNIRS Processing for Neuroergonomics: A Multi-Metric Benchmark of Motion-Artifact Correction |
1191 | Robust Physiological Responses after Prolonged Ionic Direct Current Stimulation of the Chinchilla Inner Ear |
1138 | Rodent Hippocampal-Cortical Population Decoding and Interactions in Episodic Memory Tasks |
1019 | Rotational Freeform Stimulator for Non-Pulsatile Neuromodulation |
1427 | Safety, Tolerability, and Feasibility of Pulsed Transcranial Electrical Stimulation (PTES) During Treadmill Walking |
1204 | Segmentation of clinical imagery for improved epidural stimulation to address spinal cord injury |
1274 | Self-Similar Biomarker for Identifying Epileptogenic Zone in Patients with Medically Refractory Epilepsy |
1242 | sEMG-Driven Robotic Prosthesis and Analysis of Muscle Activation in Transfemoral Amputees and Able-Bodied Individuals |
1415 | SenseMatch: Smartphone‐Based Cross‐Modal Matching for Accessible Perceptual Assessments |
1220 | Sensorimotor and Neuropsychological Assessments Correlate with Reach Performance After Training With Augmented Kinesthetic Feedback: A Pilot Study |
1253 | Sex-Specific Variability in Gene Expression Associated with Cognition and Alzheimer’s Disease Across Age and Neural Cell Types |
1298 | Simulating Scalp EEG from Ultrahigh-Density ECoG Data Illustrates Cortex to Scalp Projection Patterns |
1126 | Simulation Model Characterizing Astrocytic Calcium Wave Propagation in Parkinson’s Disease |
1350 | Soft and Optically Transparent Kirigami-Based Neural Interfaces |
1349 | Spatial Distribution of Action Potentials in a Peripheral Nerve During Temporal Interference Stimulation |
1361 | Spatial Insight: How Data-Driven Regions of Interest Selection Enhances Single-Trial P300 Classification in EEG-Based BCIs |
1340 | Spiking Band Power Improves In-Silico Decoding of Vagus Nerve Activity from Intraneural Recordings |
1318 | Stability Assessment for Implanted Electrodes Using Equivalent Impedance Analysis |
1315 | Stability of the Default Mode Network estimated from electroencephalogram |
1169 | State-Space Modeling of Cortical Beta Waves in Parkinson’s Disease |
1037 | Strategies for Multi-Device Injection and Retrieval in the Brain |
1041 | Strength-Duration Profiles of Endovascular Cerebellar Neurostimulation |
1362 | Stress Biomarker and EEG Responses to tACS: A Gender-Based Study |
1438 | Sub-Second Motor Imagery Classification via Functional Connectivity Graphs and SE-Transformer |
1157 | Supervised EEG-Based Vigilance State Classification in Preterm Infants |
1472 | Thalamic Spectral and Connectivity Biomarkers for Adaptive Deep Brain Stimulation in Essential Tremor |
1222 | The Ambiguously Experimental Position of Argus II Recipients |
1260 | The Rubber Hand Illusion in Virtual Reality: Rendering Real-world Collisions for Real-time Embodiment |
1466 | Time, Frequency, and Complexity-based Analysis of Error-Related Potentials in EEG-based Brain Machine Interfaces |
1067 | Toward Lightweight and Fast Inference Neural Decoder Design using Quantization-Aware Training: A Simulation Study |
1054 | Towards Stable and Calibration-Free Motor Imagery BCIs via Graph-Based Transfer Learning |
1096 | Tracking EEG Thalamic and Cortical Focal Brain Activity using Standardized Kalman Filtering with Kinematics Modelling |
1367 | Tracking Forearm Motor Units Across Constrained and Unconstrained Finger Force Control Tasks |
1112 | Transient Brain-wide Co-activation Patterns in Infant Electroencephalography and Their Age-related Changes |
1200 | Transnasal Functional Near-Infrared Spectroscopy for Deep-Brain Sensing |
1370 | Ultraflexible Porous Electrospun Inkjet-Printed ECoG Arrays for Epilepsy Monitoring |
1053 | Ultra-High Frequency Transcranial Magnetic Stimulation (TMS) for Treatment of Depression |
1250 | Utilizing Gamma Entrainment to Probe Cognitive Function in Patients with Neuropsychiatric Disorders |
1075 | VDVAE2Diffusion: Precise Image Generation from EEG through Generative Models |
1471 | Voltage-Clamp Impedance Characterization of a Graphene-Coated 1024-Channel Neural Interface Chip |
1300 | VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI |
1312 | WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition |
1168 | Wearable brain-computer interfaces and their applications: advancements from the ARHeMlab research group |
1024 | Webcam-based Asymmetric Gait Detection Using LSTM Recurrent Neural Networks |
1012 | Wireless, Battery-Free Implant for Motor Cortex Chronic Stimulation |