Fast Neuromorphic Sound Localization for Binaural Hearing Aids

被引:0
|
作者
Park, Paul K. J. [1 ]
Ryu, Hyunsurk [1 ]
Lee, Jun Haeng [1 ]
Shin, Chang-Woo [1 ]
Lee, Kyoo Bin [1 ]
Woo, Jooyeon [1 ]
Kim, Jun-Seok [1 ]
Kang, Byung Chang [1 ]
Liu, Shih-Chii
Delbruck, Tobi
机构
[1] Samsung Elect, SAIT, San 14-1, Yongin 446712, South Korea
关键词
SPIKING NEURAL-NETWORK; SILICON COCHLEA; DELAY-LINES; PLASTICITY; MECHANISMS; MAMMALS; MODEL;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We report on the neuromorphic sound localization circuit which can enhance the perceptual sensation in a hearing aid system. All elements are simple leaky integrate-and-fire neuron circuits with different parameters optimized to suppress the impacts of synaptic circuit noises. The detection range and resolution of the proposed neuromorphic circuit are 500 us and 5 us, respectively. Our results show that, the proposed technique can localize a sound pulse with extremely narrow duration (similar to 1 ms) resulting in real-time response.
引用
收藏
页码:5275 / 5278
页数:4
相关论文
共 50 条
  • [41] FORMS OF BINAURAL SUMMATION AND THE IMPLICATIONS OF INDIVIDUAL VARIABILITY FOR BINAURAL HEARING-AIDS
    HAGGARD, MP
    HALL, JW
    SCANDINAVIAN AUDIOLOGY, 1982, : 47 - 63
  • [42] Localization of virtual sound sources with bilateral hearing aids in realistic acoustical scenes
    Mueller, Martin F.
    Kegel, Andrea
    Schimmel, Steven M.
    Dillier, Norbert
    Hofbauer, Markus
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2012, 131 (06): : 4732 - 4742
  • [43] Binaural sound localization in an artificial neural network
    Schauer, C
    Zahn, T
    Paschke, P
    Gross, HM
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 865 - 868
  • [44] Full Sound Source Localization of Binaural Signals
    Venkatesan, R.
    Ganesh, A. Balaji
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2017, : 213 - 217
  • [45] A study on distance estimation in binaural sound localization
    Rodemann, Tobias
    IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010, : 425 - 430
  • [46] Miniaturized Antennas For Link Between Binaural Hearing Aids
    Chandra, R.
    Johansson, A. J.
    2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 688 - 691
  • [47] COMPARISON OF TWO BINAURAL BEAMFORMING APPROACHES FOR HEARING AIDS
    Hadad, Elior
    Marquardt, Daniel
    Pu, Wenqiang
    Gannot, Sharon
    Doclo, Simon
    Luo, Zhi-Quan
    Merks, Ivo
    Zhang, Tao
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 236 - 240
  • [48] A COMPARISON OF MONAURAL AND BINAURAL HEARING AIDS FOR LISTENING TO SPEECH
    HEDGECOCK, LD
    SHEETS, BV
    ARCHIVES OF OTOLARYNGOLOGY, 1958, 68 (05): : 624 - 629
  • [49] The simulation of binaural hearing caused by a moving sound source
    Lee, P. L.
    Wang, J. H.
    COMPUTERS & STRUCTURES, 2009, 87 (17-18) : 1102 - 1110
  • [50] Active binaural localization of multiple sound sources
    Zhong, Xuan
    Sun, Liang
    Yost, William
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2016, 85 : 83 - 92