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Items (1-11) out of 11 results

A Mobile High-Performance Neural Processing Platform for Practical Intracortical Brain-Computer Interfaces

Description:
Intracortical brain­computer interfaces (iBCIs) that record from microelectrode arrays (MEAs) provide high spatial and temporal resolution access to human cortical activity. Current iBCIs for human …
Year:
2018
Contributor:
Heelan, Christopher David (creator)
Nurmikko, Arto (Advisor)
Simeral, John (Advisor)
Reda, Sherief (Reader)
Brown University. School of Engineering (sponsor)
Genre:
theses
Subject:
Biomedical engineering
Brain-Computer Interface
High performance computing
Field programmable gate arrays
Embedded computer systems
Mobile computing
Electrical engineering
Collection:
Engineering
Theses and Dissertations
Full Record

Decoding hindlimb kinematics from primate motor cortex using long short-term memory recurrent neural networks

Description:
Recent machine learning techniques have become a powerful tool in a variety of tasks, including neural decoding. Artificial neural network models, particularly recurrent models, can …
Year:
2018
Contributor:
Wang, Yinong (creator)
Borton, David (Advisor)
Truccolo, Wilson (Advisor)
Silverman, Harvey (Reader)
Brown University. Biology and Medicine: Biomedical Engineering (sponsor)
Genre:
theses
Subject:
Machine Learning
Brain-Computer Interface
Neuroengineering
Collection:
Biology and Medicine
Biomedical Engineering
Theses and Dissertations
Full Record

Development of a Minimally Biased Approach to Neural State Space Construction and State Identification

Description:
Abstract of "Development of a Minimally Biased Approach to Neural State Space Construction and State Identification" by Alexander J. Catoya, ScM., Brown University, May 2019. …
Year:
2019
Contributor:
Catoya, Alexander Julian (creator)
Hochberg, Leigh (Advisor)
Vargas-Irwin, Carlos (Reader)
Stein, John (Reader)
Brown University. Department of Molecular Pharmacology, Physiology and Biotechnology (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Motor cortex
Neural State Space
Intrinsic Activity
Collection:
Biology and Medicine
Molecular Pharmacology, Physiology, and Biotechnology
Theses and Dissertations
Full Record

Development of Application-Specific Integrated Circuits for Multi-modal, Closed-loop Neural Prosthetic Devices

Description:
Neural Prosthetics are devices that are able to record brain activity and use it to manipulate the environment in a meaningful way. These devices have …
Year:
2016
Contributor:
Laiwalla, Farah (creator)
Nurmikko, Arto (Advisor)
Tripathi, Anubhav (Reader)
Rosenstein, Jacob (Reader)
Sheinberg, David (Reader)
Durfee, David (Reader)
Brown University. Biology and Medicine: Biomedical Engineering (sponsor)
Genre:
theses
Subject:
Neuroprostheses
Application-specific integrated circuits
Brain-Computer Interface
Impedance spectroscopy
Microstimulation
Collection:
Biology and Medicine
Biomedical Engineering
Theses and Dissertations
Full Record

EEGNetV2: A Powerful, Compact, Flexible and Reliable Convolutional Network for EEG Decoding

Description:
Motor imagery electroencephalography (MI-EEG) has emerged as a promising technology for brain-computer interfaces (BCIs) in both clinical and recreational settings. Deep learning (DL) has significantly …
Year:
2024
Contributor:
Lu, Chenyan (creator)
Lee, Jonghwan (Advisor)
Brown University. School of Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Electroencephalography
Deep learning (Machine learning)
Collection:
Engineering
Theses and Dissertations
Full Record

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking

Description:
Reading comprehension, a fundamental cognitive ability essential for knowledge acquisition, is a complex skill, with a notable number of learners lacking proficiency in this domain. …
Year:
2024
Contributor:
Zhang, Yuhong (creator)
Lee, Jonghwan (Advisor)
Brown University. School of Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Large Language Model
Collection:
Engineering
Theses and Dissertations
Available to Brown-affiliated users only
Full Record

Implementing the hardware and software infrastructure of a hybrid SoC platform for broadband human BCI

Description:
Brain-Computer Interface (BCI) systems have demonstrated significant potential to enable individuals with tetraplegia to control assistive devices through neural signals. In early feasibility clinical trial …
Year:
2025
Contributor:
Zhang, Qiwu (creator)
Simeral, John (Advisor)
Brown University. Engineering: Electrical Sciences and Computer Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Collection:
Engineering
Electrical Sciences and Computer Engineering
Theses and Dissertations
Full Record

Improving Real-Time Classification Methods for an Intracortical Brain Computer Interface in Humans

Description:
A primary goal of intracortical Brain-Computer Interface (iBCI) technology is to restore communication and independence for people with motor disabilities. The BrainGate System is an …
Year:
2017
Contributor:
Ciancibello, John (creator)
Simeral, John (Advisor)
Borton, David (Advisor)
Truccolo, Wilson (Reader)
Hochberg, Leigh (Reader)
Brown University. Biology and Medicine: Biomedical Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Neural Interface System
Neuroengineering
Pattern recognition systems
Collection:
Biology and Medicine
Biomedical Engineering
Theses and Dissertations
Full Record

Long-term Stable Brain-Computer Interface for Function Restoration

Description:
Objective: Intracortical brain-computer interfaces (iBCIs) hold high potential for restoring communication for individuals with severe paralysis. However, long-term clinical utility is hindered by the neural …
Year:
2026
Contributor:
Li, Yishu (creator)
Simeral, John (Advisor)
Hochberg, Leigh (Reader)
Truccolo, Wilson (Reader)
Brown University. Biology and Medicine: Biomedical Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Neural Interface System
ALS
Bioengineering
Neural Engineering
meta-learning
Collection:
Biology and Medicine
Biomedical Engineering
Theses and Dissertations
Available to Brown-affiliated users only
Full Record

User-Centered Design of an Aural Intracortical BCI Communication Interface for a Person with Complete Locked-in Syndrome

Description:
Objective: This research aims to create a new communication system for a person with complete Locked-In Syndrome using an intracortical brain-computer interface. We sought a …
Year:
2026
Contributor:
Nicolas, Claire (creator)
Simeral, John (Advisor)
Gray, Marissa (Reader)
Mernoff, Stephen (Reader)
Brown University. Biology and Medicine: Biomedical Engineering (sponsor)
Genre:
theses
Subject:
Brain-Computer Interface
Amyotrophic lateral sclerosis
Neuroengineering
Communication
User-centered system design
Locked-In Syndrome
People with disabilities--Means of communication
Communication devices for people with disabilities
Collection:
Biology and Medicine
Biomedical Engineering
Theses and Dissertations
Full Record

Volitional Strategies Engaged During Neural Interface Control: The Impact of Watching, Imagining, and Attempting Movement on Neural Activity

Description:
Implantable brain-computer interface (BCI) systems may one day offer persons with locked-in syndrome a means of interacting and communicating with the outside world. These systems …
Year:
2017
Contributor:
King, Brandon Forrest (creator)
Sheinberg, David (Advisor)
Hochberg, Leigh (Advisor)
Paradiso, Michael (Reader)
Kennedy, Philip (Reader)
Brown University. Department of Neuroscience (sponsor)
Genre:
theses
Subject:
Neuroprostheses
Brain-Computer Interface
neural control
Neurosciences
Cognitive neuroscience
Neural Interface System
Motor cortex
Amyotrophic lateral sclerosis
Spinal cord--Wounds and injuries
Neuroengineering
Will
Collection:
Neuroscience
Theses and Dissertations
Full Record

Items (1-11) out of 11 results