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Publication List - Jim Bartels (17 entries)
Journal Paper
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Aravind Tharayil Narayanan,
Ludovico Minati,
Aran Hagihara,
Jun Kobayashi,
Toshihiro Shimura,
Yoichi Kawano,
Parthojit Chakraborty,
Jim Bartels,
Korkut Kaan Tokgöz,
Shiro Dosho,
Toshihide Suzuki,
Hiroyuki Ito.
A neural network-based DPD coefficient determination for PA linearization in 5G and beyond-5G mmWave systems,
IEICE Electronics Expres,
Vol. 21,
No. 10,
Page 20240186,
May 2024.
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Jim Bartels,
Aran Hagihara,
Ludovico Minati,
Korkut Kaan Tokgoz,
Hiroyuki Ito.
An Integer-Only Resource-Minimized RNN on FPGA for Low-Frequency Sensors in Edge-AI,
IEEE Sensors Journal,
Vol. 23,
No. 15,
pp. 17784 - 17793,
June 2023.
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Ludovico Minati,
Chao Li,
Jim Bartels,
Parthojit Chakraborty,
Zixuan Li,
Natsue Yoshimura,
Mattia Frasca,
Hiroyuki Ito.
Accelerometer time series augmentation through externally driving a non-linear dynamical system,
Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena,
Vol. 168,
p. 113100,
Mar. 2023.
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Chao Li,
Ludovico Minati,
Korkut Kaan Tokgoz,
Masamoto Fukawa,
Jim Bartels,
Sihan A,
Ken-ichi Tekeda,
Hiroyuki Ito.
Integrated Data Augmentation for Sensor Time series in Cattle Behavior Recognition: Roles of Sampling, Balancing and Fourier Surrogates,
IEEE Sensors Journal,
vol. 22,
no. 24,
pp. 24230-24241,
Nov. 2022.
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Chao LI,
Korkut Kaan TOKGOZ,
Ayuka OKUMURA,
Jim BARTELS,
Kazuhiro TODA,
Hiroaki MATSUSHIMA,
Takumi OHASHI,
Ken-ichi TAKEDA,
Hiroyuki Ito.
A Data Augmentation Method for Cow Behavior Estimation Systems Using 3-Axis Acceleration Data and Neural Network Technology,
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences,
Vol. E105.A,
No. 4,
pp. 655-663,
Apr. 2022.
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Jim Bartels,
KORKUT KAAN TOKGOZ,
SIHAN A,
MASAMOTO FUKAWA,
SHOHEI OTSUBO,
CHAO LI,
IKUMI RACHI,
KEN-ICHI TAKEDA,
LUDOVICO MINATI,
HIROYUKI ITO.
TinyCowNet: Memory- and Power-Minimized RNNs Implementable on Tiny Edge Devices for Lifelong Cow Behavior Distribution Estimation,
IEEE Access,
Vol. 10,
pp. 32706 - 32727,
Mar. 2022.
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Chao Li,
Korkut Kaan Tokgoz,
Masamoto Fukawa,
Jim Bartels,
Takumi Ohashi,
Ken-ichi Takeda,
Hiroyuki Ito.
Data Augmentation for Inertial Sensor Data in CNNs for Cattle Behavior Classification,
IEEE Sensors Letters,
Vol. 5,
No. 11,
Oct. 2021.
International Conference (Reviewed)
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Chao Li,
Korkut Kaan Tokgoz,
Ayuka Okumura,
Jim Bartels,
Kazuhiro Toda,
Hiroaki Matsushima,
Takumi Ohashi,
Ken-ichi Takeda,
Hiroyuki Ito.
Data Augmentation for Cow Behavior Estimation Systems Based on Neural Network Technology,
International Workshop on Smart Info-Media Systems in Asia,
Dec. 2020.
Domestic Conference (Not reviewed / Unknown)
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Ikumi Rachi,
Korkut Kaan Tokgoz,
Masamoto Fukawa,
Chao Li,
Jim Bartels,
Sihan A,
Sangyeop Lee,
Ken-ichi Takeda,
Hiroyuki Ito.
加速度センサを用いたウシ行動推定におけるサンプリングレートの検討,
LSIシステムワークショップ,
May 2021.
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Chao Li,
Korkut Kaan Tokgoz,
Ayuka Okumura,
Jim Bartels,
Masamoto Fukawa,
Kazuhiro Toda,
Hiroaki Matsushima,
Takumi Ohashi,
Ken-ichi Takeda,
Hiroyuki Ito.
Data Augmentation for Improving Deep Learning in Animal Behavior Classification,
IEICE LSI and System Workshop,
May 2021.
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Chao Li,
Korkut Kaan Tokgoz,
Ayuka Okumura,
Jim Bartels,
Masamoto Fukawa,
Kazuhiro Toda,
Hiroaki Matsushima,
Takumi Ohashi,
Ken-ichi Takeda,
Hiroyuki Ito.
Data Augmentation of Inertial Sensor Data for Cattle Activity Classification us-ing a Long-Short Term Memory Network,
集積回路研究会(ICD)学生・若手研究会,
Mar. 2021.
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Jim Bartels,
Korkut Kaan Tokgoz,
府川政元,
大坪頌平,
Chao Li,
Ikumi Rachi,
Ken-ichi Takeda,
Hiroyuki Ito.
LBCE: A Low Power Behavior Classification Engine using Time-Multiplexed GRU,
電子情報通信学会 集積回路研究会 学生・若手研究会,
Dec. 2020.
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大坪頌平,
府川政元,
Jim Bartels,
Korkut Kaan Tokgoz,
Sangyeop Lee,
Ken-ichi Takeda,
Hiroyuki Ito.
放牧に対応したウシ行動推定デバイスの試作,
電子情報通信学会 集積回路研究会 学生・若手研究会,
Dec. 2020.
Patent
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