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公开(公告)号:US20230337955A1
公开(公告)日:2023-10-26
申请号:US17927076
申请日:2021-05-24
Applicant: BATTELLE MEMORIAL INSTITUTE
Inventor: Laura L. Aume , Sam Colachis , Collin F. Dunlap , David A. Friedenberg , Jordan L. Vasko
CPC classification number: A61B5/276 , G06F3/015 , A61B5/293 , A61B5/7203 , A61B5/7221 , A61B5/7267 , A61B2562/04 , A61B2562/028 , A61B2562/0209
Abstract: The present disclosure provides systems and processes for compensating disruptions in a brain-machine interface (BMI). Briefly described, the systems and processes detect and compensate for transient disruptions, reversible disruptions, irreversible compensable disruptions, or irreversible non-compensable disruptions.
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公开(公告)号:US20230127031A1
公开(公告)日:2023-04-27
申请号:US18048531
申请日:2022-10-21
Applicant: Battelle Memorial Institute
Inventor: David A. Friedenberg , Adam V. Rich , Michael R. Riedl , Jordan L. Vasko , Sanjay M. Tamrakar
Abstract: In an approach to neural interface systems, a system includes feature extraction circuitry to identify one or more features of one or more input signals; and neural processing circuitry. The neural processing circuitry is configured to: identify a first context of a plurality of contexts based on a first trigger event; decode the one or more features of the one or more input signals to determine a first task of a plurality of tasks in the first context; and responsive to detecting a second trigger event, change the first context to a second context of the plurality of contexts.
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公开(公告)号:US11607545B2
公开(公告)日:2023-03-21
申请号:US16729035
申请日:2019-12-27
Applicant: Battelle Memorial Institute
Inventor: Patrick Ganzer , Samuel Colachis , Michael Schwemmer , David A. Friedenberg , Gaurav Sharma
Abstract: At least one electrical brain signal is received from a patient and is demultiplexed into an efferent motor intention signal and at least one afferent sensory signal (such as an afferent touch sense signal and/or an afferent proprioception signal). A functional electrical stimulation (FES) device is controlled to apply FES to control a paralyzed portion of the patient that is paralyzed due to a spinal cord injury of the patient. The controlling of the FES device is based on at least the efferent motor intention signal. A demultiplexed afferent touch sense signal may be used to control a haptic device. The afferent sensory signal(s) may be used to adjust the FES control.
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公开(公告)号:US20210393180A1
公开(公告)日:2021-12-23
申请号:US17351532
申请日:2021-06-18
Applicant: Battelle Memorial Institute
Inventor: Celeste Vallejo , David A. Friedenberg , Aaron J. Frank
Abstract: The present disclosure relates generally to metrics used to detect or indicate a state of impairment in a test subject due to use of drugs or alcohol, and more particularly to metrics used in connection with a virtual-reality (“VR”) environment that implements drug and alcohol impairment tests, where the metrics are used to detect or indicate impairment.
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公开(公告)号:US12151101B2
公开(公告)日:2024-11-26
申请号:US16200145
申请日:2018-11-26
Applicant: Battelle Memorial Institute
Inventor: David A. Friedenberg
IPC: A61N1/36 , A61B3/00 , A61B3/113 , A61B3/14 , A61B5/00 , A61B5/16 , A61F2/68 , A61F4/00 , A61G5/04 , A61H1/02 , A61H3/00 , A61N1/04 , B25J9/00 , B25J9/16
Abstract: A non-invasive control system for neuromuscular stimulation includes an eye-tracking device, an electrical stimulation device, and software that interprets the eye movements of the user to determine an intended movement and sends electrical signal(s) to the stimulation device to achieve the intended movement. For example, the stimulation device may be a sleeve with electrodes worn on a paralyzed limb, with the intended movement being the movement of the limb.
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公开(公告)号:US11752349B2
公开(公告)日:2023-09-12
申请号:US16811702
申请日:2020-03-06
Applicant: Battelle Memorial Institute
Inventor: Michael A. Schwemmer , David A. Friedenberg , Nicholas D. Skomrock
CPC classification number: A61N1/37247 , A61N1/36003 , B25J13/06 , G05B13/027 , G06N3/044 , G06N3/047 , G06N3/088 , G16H40/67
Abstract: A brain-computer interface (BCI) includes a multichannel stimulator and a decoder. The multichannel stimulator is operatively connected to deliver stimulation pulses to a functional electrical stimulation (FES) device to control delivery of FES to an anatomical region. The decoder is operatively connected to receive at least one neural signal from at least one electrode operatively connected with a motor cortex. The decoder controls the multichannel stimulator based on the received at least one neural signal. The decoder comprises a computer programmed to process the received at least one neural signal using a deep neural network. The decoder may include a long short-term memory (LSTM) layer outputting to a convolutional layer in turn outputting to at least one fully connected neural network layer. The decoder may be updated by unsupervised updating. The decoder may be extended to include additional functions by transfer learning.
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公开(公告)号:US11583676B2
公开(公告)日:2023-02-21
申请号:US17081450
申请日:2020-10-27
Applicant: Battelle Memorial Institute
Inventor: Chad E. Bouton , Nicholas Annetta , David A. Friedenberg , Gaurav Sharma
IPC: A61N1/36 , A61B5/00 , A61B5/11 , A61N1/05 , A61B5/375 , A61F2/72 , A61F4/00 , A61G5/00 , A61H3/00 , A61B5/16
Abstract: The present disclosure relates generally to systems, methods, and devices for interpreting neural signals to determine a desired movement of a target, transmitting electrical signals to the target, and dynamically monitoring subsequent neural signals or movement of the target to change the signal being delivered if necessary, so that the desired movement is achieved. In particular, the neural signals are decoded using a feature extractor, decoder(s) and a body state observer to determine the electrical signals that should be sent.
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公开(公告)号:US11504531B2
公开(公告)日:2022-11-22
申请号:US17575084
申请日:2022-01-13
Applicant: BATTELLE MEMORIAL INSTITUTE
Inventor: David A. Friedenberg , Po-Hsu Chen , Samuel Colachis , Nicholas Annetta , Douglas E. Boyd , Collin Dunlap , Ian W. Baumgart , Herbert S. Bresler
Abstract: A functional electrical stimulation (FES) device includes electrodes arranged to apply functional electrical stimulation to a body part of the user. FES stimulation is performed by: receiving values of a set of user metrics for the user; receiving a target position of the body part represented as values for a set of body part position measurements; determining a user-specific energization pattern for producing the target position based on the received target position and the received values of the set of user metrics for the user; and energizing the electrodes of the FES device in accordance with the determined user-specific energization pattern. The determination may utilize an FES calibration database with records having fields containing: values of the set of user metrics for reference users; energization patterns; and values of the set of body part position metrics for positions assumed by the body part in response to applying the energization patterns.
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公开(公告)号:US10857358B2
公开(公告)日:2020-12-08
申请号:US15578776
申请日:2016-06-02
Applicant: Battelle Memorial Institute
Inventor: Chad E. Bouton , Nicholas Annetta , David A. Friedenberg , Gaurav Sharma
IPC: A61B5/00 , A61N1/36 , A61B5/0482 , A61B5/11 , A61N1/05 , A61F2/72 , A61F4/00 , A61G5/00 , A61H3/00 , A61B5/16
Abstract: The present disclosure relates generally to systems, methods, and devices for interpreting neural signals to determine a desired movement of a target, transmitting electrical signals to the target, and dynamically monitoring subsequent neural signals or movement of the target to change the signal being delivered if necessary, so that the desired movement is achieved. In particular, the neural signals are decoded using a feature extractor, decoder(s) and a body state observer to determine the electrical signals that should be sent.
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公开(公告)号:US20140088884A1
公开(公告)日:2014-03-27
申请号:US13886882
申请日:2013-05-03
Applicant: Battelle Memorial Institute
Inventor: David A. Friedenberg , Theodore P. Klupinski , Douglas D. Mooney , Erich D. Strozier , Cheryl A. Dingus , Eugene Anthony Zarate
IPC: G01N30/86
CPC classification number: G01N30/8686 , G01N30/463 , G01N30/7206
Abstract: Methods of determining the source of an unknown sample are disclosed. Mass spectra from possible sources are obtained using two-dimensional gas chromatography coupled with time-of-flight mass spectrometry. That data is processed to obtain a dataset. A random forest algorithm is used to classify the dataset and create a classifier that distinguishes between the possible sources.
Abstract translation: 公开了确定未知样品的来源的方法。 使用与飞行时间质谱联用的二维气相色谱法获得可能来源的质谱。 该数据被处理以获得数据集。 随机森林算法用于对数据集进行分类,并创建一个区分可能来源的分类器。
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