Sensory integration for neuroprostheses: from functional benefits to neural correlates

被引:2
|
作者
Ding, Keqin [1 ]
Rakhshan, Mohsen [2 ,3 ]
Paredes-Acuna, Natalia [4 ]
Cheng, Gordon [4 ]
Thakor, Nitish V. [1 ,5 ]
机构
[1] Johns Hopkins Sch Med, Dept Biomed Engn, Baltimore, MD 21205 USA
[2] Univ Cent Florida, Dept Elect & Comp Engn, Orlando, FL 32816 USA
[3] Univ Cent Florida, Disabil Aging & Technol Cluster, Orlando, FL 32816 USA
[4] Tech Univ Munich, Sch Computat Informat & Technol, D-80333 Munich, Germany
[5] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21205 USA
关键词
Sensory stimulation; Sensory integration; Multisensory integration; Neuroprostheses; POSTERIOR PARIETAL; TACTILE SIGNALS; TARGETED MUSCLE; AMPUTEES; TOUCH; HAND; RESTORATION; SENSATION; INTERPLAY; BRAIN;
D O I
10.1007/s11517-024-03118-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the field of sensory neuroprostheses, one ultimate goal is for individuals to perceive artificial somatosensory information and use the prosthesis with high complexity that resembles an intact system. To this end, research has shown that stimulation-elicited somatosensory information improves prosthesis perception and task performance. While studies strive to achieve sensory integration, a crucial phenomenon that entails naturalistic interaction with the environment, this topic has not been commensurately reviewed. Therefore, here we present a perspective for understanding sensory integration in neuroprostheses. First, we review the engineering aspects and functional outcomes in sensory neuroprosthesis studies. In this context, we summarize studies that have suggested sensory integration. We focus on how they have used stimulation-elicited percepts to maximize and improve the reliability of somatosensory information. Next, we review studies that have suggested multisensory integration. These works have demonstrated that congruent and simultaneous multisensory inputs provided cognitive benefits such that an individual experiences a greater sense of authority over prosthesis movements (i.e., agency) and perceives the prosthesis as part of their own (i.e., ownership). Thereafter, we present the theoretical and neuroscience framework of sensory integration. We investigate how behavioral models and neural recordings have been applied in the context of sensory integration. Sensory integration models developed from intact-limb individuals have led the way to sensory neuroprosthesis studies to demonstrate multisensory integration. Neural recordings have been used to show how multisensory inputs are processed across cortical areas. Lastly, we discuss some ongoing research and challenges in achieving and understanding sensory integration in sensory neuroprostheses. Resolving these challenges would help to develop future strategies to improve the sensory feedback of a neuroprosthetic system.
引用
收藏
页码:2939 / 2960
页数:22
相关论文
共 50 条
  • [31] Neural correlates of sensorimotor adaptation: Thalamic contributions to learning from sensory prediction error
    Mahdavi, Shirin
    Lindner, Axel
    Schmidt-Samoa, Carsten
    Muesch, Anna-Lena
    Dechent, Peter
    Wilke, Melanie
    NEUROIMAGE, 2024, 303
  • [32] Sensory Integration, Sensory Processing, and Sensory Modulation Disorders: Putative Functional Neuroanatomic Underpinnings
    Koziol, Leonard F.
    Budding, Deborah Ely
    Chidekel, Dana
    CEREBELLUM, 2011, 10 (04): : 770 - 792
  • [33] Functional ice cream health benefits and sensory implications
    Genovese, Alessandro
    Balivo, Andrea
    Salvati, Antonio
    Sacchi, Raffaele
    FOOD RESEARCH INTERNATIONAL, 2022, 161
  • [34] Functional ice cream health benefits and sensory implications
    Genovese, Alessandro
    Balivo, Andrea
    Salvati, Antonio
    Sacchi, Raffaele
    Food Research International, 2022, 161
  • [35] Neural correlates of "feeling-of-not-knowing": Evidence from functional MRI
    Luo, J
    Kazuhisa, N
    Luo, YJ
    CHINESE SCIENCE BULLETIN, 2003, 48 (02): : 144 - 147
  • [36] Neural correlates of “feeling-of-not-knowing”:Evidence from functional MRI
    MRI LUO Jing1
    2. Neuroscience Research Institute
    3. Lab Visual Information Processing
    ChineseScienceBulletin, 2003, (02) : 144 - 147
  • [37] Neural Correlates of Sensory & Affective Pain Dimensions in Functional Dyspepsia: A H215O-PET Study
    Van Oudenhove, Lukas
    Vandenberghe, Joris U.
    Dupont, Patrick
    Geeraerts, Brecht
    Bormans, Guy
    Vanderghinste, Dominique
    Van Laere, Koen
    Dirix, Stijn
    Vos, Rita
    Demyttenaere, Koen
    Tack, Jan F.
    GASTROENTEROLOGY, 2009, 136 (05) : A170 - A171
  • [38] The neural bases of multimodal sensory integration in older adults
    Diaz, Michele T.
    Yalcinbas, Ege
    INTERNATIONAL JOURNAL OF BEHAVIORAL DEVELOPMENT, 2021, 45 (05) : 409 - 417
  • [39] MULTISENSORY INTEGRATION - NEURAL AND BEHAVIORAL SOLUTIONS FOR DEALING WITH STIMULI FROM DIFFERENT SENSORY MODALITIES
    STEIN, BE
    MEREDITH, MA
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1990, 608 : 51 - 70
  • [40] Neural correlates of auditory sensory memory dynamics in the aging brain
    Sur, Sandeepa
    Golob, Edward J.
    NEUROBIOLOGY OF AGING, 2020, 88 : 128 - 136