Mathew Yarossi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Gesture Recognition

Virtual Reality

Avoid Overfitting

Sensory Feedback

Top Venues

Publications

Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder. Trans. Mach. Learn. Res. 2024 (2024)
Mehrshad Zandigohar, Mo Han, Mohammadreza Sharif, Sezen Yagmur Günay, Mariusz P. Furmanek, Mathew Yarossi, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Deniz Erdogmus, Gunar Schirner
Multimodal fusion of EMG and vision for human grasp intent inference in prosthetic hand control. Frontiers Robotics AI 11 (2024)
Kyle Lockwood, Garrit Strenge, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Taskin Padir, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi
Gaussian Process-Based Prediction of Human Trajectories to Promote Seamless Human-Robot Handovers. RO-MAN (2023)
Yunus Bicer, Niklas Smedemark-Margulies, Basak Celik, Elifnur Sunger, Ryan Orendorff, Stephanie Naufel, Tales Imbiriba, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi
User Training with Error Augmentation for Electromyogram-based Gesture Classification. CoRR (2023)
Sadjad Asghari-Esfeden, Garrit Strenge, Kyle Lockwood, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Mathew Yarossi, Eugene Tunik, Taskin Padir, Deniz Erdogmus
Real-Time Object Localization for Human-Robot Handover. PETRA (2023)
Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder. CoRR (2023)
Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Stephanie Naufel, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition. CoRR (2023)
Kyle Lockwood, Yunus Bicer, Sadjad Asghari-Esfeden, Tianjie Zhu, Mariusz P. Furmanek, Madhur Mangalam, Garrit Strenge, Tales Imbiriba, Mathew Yarossi, Taskin Padir, Deniz Erdogmus, Eugene Tunik
Leveraging Submovements for Prediction and Trajectory Planning for Human-Robot Handover. PETRA (2022)
Qinyin Qiu, Gerard G. Fluet, Jigna Patel, Supriya Iyer, Kiran Karunakaran, Emma Kaplan, Eugene Tunik, Karen J. Nolan, Alma S. Merians, Mathew Yarossi, Sergei V. Adamovich
Evaluation of Changes in Kinematic Measures of Three Dimensional Reach to Grasp Movements in the Early Subacute Period of Recovery from Stroke. EMBC (2022)
Mariusz P. Furmanek, Madhur Mangalam, Kyle Lockwood, Andrea Smith, Mathew Yarossi, Eugene Tunik
Effects of Sensory Feedback and Collider Size on Reach-to-Grasp Coordination in Haptic-Free Virtual Reality. Frontiers Virtual Real. 2 (2021)
Mathew Yarossi, Madhur Mangalam, Stephanie Naufel, Eugene Tunik
Virtual Reality as a Context for Adaptation. Frontiers Virtual Real. 2 (2021)
Nathaniel Pinkes, Zachary Fagiani, Ethan Wong, Holly B. Jimison, Misha Pavel, Mathew Yarossi, Eugene Tunik
Investigating a classical neuropsychological test in a real world context. EMBC (2021)
Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus
Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation. EMBC (2021)
Mehrshad Zandigohar, Mo Han, Mohammadreza Sharif, Sezen Yagmur Günay, Mariusz P. Furmanek, Mathew Yarossi, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Deniz Erdogmus, Gunar Schirner
Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Control. CoRR (2021)
Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus
Segmentation and Classification of EMG Time-Series During Reach-to-Grasp Motion. CoRR (2021)
Spencer Lake Jacobs-Skolik, Don Liang, Dana H. Brooks, Deniz Erdogmus, Mathew Yarossi, Eugene Tunik
A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation. EMBC (2020)
Md Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach. CoRR (2020)
Razieh Faghihpirayesh, Tales Imbiriba, Mathew Yarossi, Eugene Tunik, Dana H. Brooks, Deniz Erdogmus
Motor cortex mapping using active gaussian processes. PETRA (2020)
Md Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
Mapping motor cortex stimulation to muscle responses: a deep neural network modeling approach. PETRA (2020)
Sezen Yagmur Günay, Mathew Yarossi, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
Transfer learning using low-dimensional subspaces for EMG-based classification of hand posture. NER (2019)
Mathew Yarossi, Fernando Quivira, Moritz Dannhauer, Marc A. Sommer, Dana H. Brooks, Deniz Erdogmus, Eugene Tunik
An experimental and computational framework for modeling multi-muscle responses to transcranial magnetic stimulation of the human motor cortex. NER (2019)
Sumientra Rampersad, Biel Roig-Solvas, Mathew Yarossi, Praveen P. Kulkarni, Emiliano Santarnecchi, Alan D. Dorval, Dana H. Brooks
Prospects for transcranial temporal interference stimulation in humans: A computational study. NeuroImage 202 (2019)
Andac Demir, Mathew Yarossi, Damon Hyde, Mouhsin Shafi, Dana H. Brooks, Deniz Erdogmus
Removing TMS Artifacts from EEG Recordings Using a Deep Gated Recurrent Unit. NER (2019)
Ahmad O. Alokaily, Mathew Yarossi, Gerard G. Fluet, Eugene Tunik, Sergei V. Adamovich
The Effect of Movement Phase on the Contralaterally Coordinated Paired Associative Stimulation-Induced Excitability. EMBC (2018)
Mathew Yarossi, Sergei V. Adamovich, Eugene Tunik
Sensorimotor cortex reorganization in subacute and chronic stroke: A neuronavigated TMS study. EMBC (2014)
Rakesh Pilkar, Mathew Yarossi, Gail F. Forrest
Empirical mode decomposition as a tool to remove the function Electrical stimulation artifact from surface electromyograms: Preliminary investigation. EMBC (2012)