研究者業績

中野 高志

ナカノ タカシ  (Takashi Nakano)

基本情報

所属
藤田医科大学 医学部 医学科 准教授
(兼任)医学部 医学情報教育推進室 室長
学位
博士(理学)(NAIST)

J-GLOBAL ID
201001070039507320
Researcher ID
B-6061-2015
researchmap会員ID
6000022342

外部リンク

強化学習の神経機構について、コンピュータ上で脳をつくることで理解しようと取り組んでいます。特に神経生物学実験の経験を生かして生物学的に妥当な詳細なモデルを構築することで、強化学習がどのようにして脳で実装されているのかを研究しています。また、様々な研究機関と共同研究を行い脳神経活動データや臨床からの医療データに対してデータサイエンスの手法を用いて解析をすることで、脳の理解や医学への貢献に取り組んでいます。


学歴

 2

論文

 27
  • Masato Sugiura, Jun Shimizu, Yoshiko Yano, Masayuki Fujino, Takashi Nakano, Masafumi Miyata, Kazuteru Niinomi
    Advances in neonatal care : official journal of the National Association of Neonatal Nurses 25(4) 353-362 2025年8月1日  査読有り
    BACKGROUND: Noise adversely affects preterm infants in the neonatal intensive care unit (NICU), but past studies focused exclusively on quantifying its acoustic characteristics. PURPOSE: This study aims to examine the relationships between objective noise measurements and nurses' subjective perceptions in the NICU and analyze how these measurements vary by location and time of day during quiet hours. METHODS: In this observational study, noise was measured in 12 bays of an open-bay NICU during set times in the morning, afternoon, and evening. Subjective ratings of perceived noise were solicited from 25 nurses during these periods, converted to numerical scores, and ranked to categorize the bays into 3 measurement areas: loud, intermediate, and quiet. Noise indices were tested for associations with noise score, measurement area, and time by correlation and variance analyses. RESULTS: The equivalent continuous sound level ( Leq ) ranged from 55 to 63 dB over 60-minute measurement periods. The L5 (level exceeded 5% of the 60-minute period) and the L50 (level exceeded 50% of the 60-minute period) were analyzed to capture short-duration high noise levels and typical ambient noise, respectively. Noise ratings showed weak correlations with Leq , L5 , L50 , and minimum sound levels (L min ). IMPLICATIONS FOR PRACTICE AND RESEARCH: Strategies that consider location and time of day, with measures against sudden noise, are needed for NICU care. Future research should address comprehensive assessments of noise sources and their impact evaluation on preterm infants.
  • Mercedes Hildebrandt, Masanori Koshimizu, Yasuki Asada, Kansai Fukumitsu, Mahito Ohkuma, Na Sang, Takashi Nakano, Toshiaki Kunikata, Kai Okazaki, Noriaki Kawaguchi, Takayuki Yanagida, Linyuan Lian, Jianbing Zhang, Takayuki Yamashita
    International Journal of Molecular Sciences 25(21) 11365-11365 2024年10月22日  査読有り
    When exposed to X-rays, scintillators emit visible luminescence. X-ray-mediated optogenetics employs scintillators for remotely activating light-sensitive proteins in biological tissue through X-ray irradiation. This approach offers advantages over traditional optogenetics, allowing for deeper tissue penetration and wireless control. Here, we assessed the short-term safety and efficacy of candidate scintillator materials for neuronal control. Our analyses revealed that lead-free halide scintillators, such as Cs3Cu2I5, exhibited significant cytotoxicity within 24 h and induced neuroinflammatory effects when injected into the mouse brain. In contrast, cerium-doped gadolinium aluminum gallium garnet (Ce:GAGG) nanoparticles showed no detectable cytotoxicity within the same period, and injection into the mouse brain did not lead to observable neuroinflammation over four weeks. Electrophysiological recordings in the cerebral cortex of awake mice showed that X-ray-induced radioluminescence from Ce:GAGG nanoparticles reliably activated 45% of the neuronal population surrounding the implanted particles, a significantly higher activation rate than europium-doped GAGG (Eu:GAGG) microparticles, which activated only 10% of neurons. Furthermore, we established the cell-type specificity of this technique by using Ce:GAGG nanoparticles to selectively stimulate midbrain dopamine neurons. This technique was applied to freely behaving mice, allowing for wireless modulation of place preference behavior mediated by midbrain dopamine neurons. These findings highlight the unique suitability of Ce:GAGG nanoparticles for X-ray-mediated optogenetics. The deep tissue penetration, short-term safety, wireless neuronal control, and cell-type specificity of this system offer exciting possibilities for diverse neuroscience applications and therapeutic interventions.
  • Hiroyuki Ohta, Takashi Nozawa, Takashi Nakano, Yuji Morimoto, Toshiaki Ishizuka
    Neurobiology of Aging 142 8-16 2024年10月  査読有り
  • Wan-Ru Li, Takashi Nakano, Kohta Mizutani, Takanori Matsubara, Masahiro Kawatani, Yasutaka Mukai, Teruko Danjo, Hikaru Ito, Hidenori Aizawa, Akihiro Yamanaka, Carl C.H. Petersen, Junichiro Yoshimoto, Takayuki Yamashita
    Current Biology 2023年8月  査読有り筆頭著者
  • Takanori Matsubara, Takayuki Yanagida, Noriaki Kawaguchi, Takashi Nakano, Junichiro Yoshimoto, Maiko Sezaki, Hitoshi Takizawa, Satoshi P. Tsunoda, Shin ichiro Horigane, Shuhei Ueda, Sayaka Takemoto-Kimura, Hideki Kandori, Akihiro Yamanaka, Takayuki Yamashita
    Nature Communications 13(1) 2022年12月  
  • Takashi Nakano, Masahiro Takamura, Takahiro A. Kato, Shin-ichi Kano
    Frontiers in Psychiatry 13 2022年12月1日  筆頭著者責任著者
  • Yukie Yamahashi, You-Hsin Lin, Akihiro Mouri, Sho Iwanaga, Kazuhiro Kawashima, Yuya Tokumoto, Yo Watanabe, Md Omar Faruk, Xinjian Zhang, Daisuke Tsuboi, Takashi Nakano, Naoaki Saito, Taku Nagai, Kiyofumi Yamada, Kozo Kaibuchi
    Molecular psychiatry 27(8) 3479-3492 2022年6月3日  査読有り
    Acetylcholine is a neuromodulator critical for learning and memory. The cholinesterase inhibitor donepezil increases brain acetylcholine levels and improves Alzheimer's disease (AD)-associated learning disabilities. Acetylcholine activates striatal/nucleus accumbens dopamine receptor D2-expressing medium spiny neurons (D2R-MSNs), which regulate aversive learning through muscarinic receptor M1 (M1R). However, how acetylcholine stimulates learning beyond M1Rs remains unresolved. Here, we found that acetylcholine stimulated protein kinase C (PKC) in mouse striatal/nucleus accumbens. Our original kinase-oriented phosphoproteomic analysis revealed 116 PKC substrate candidates, including Rac1 activator β-PIX. Acetylcholine induced β-PIX phosphorylation and activation, thereby stimulating Rac1 effector p21-activated kinase (PAK). Aversive stimulus activated the M1R-PKC-PAK pathway in mouse D2R-MSNs. D2R-MSN-specific expression of PAK mutants by the Cre-Flex system regulated dendritic spine structural plasticity and aversive learning. Donepezil induced PAK activation in both accumbal D2R-MSNs and in the CA1 region of the hippocampus and enhanced D2R-MSN-mediated aversive learning. These findings demonstrate that acetylcholine stimulates M1R-PKC-β-PIX-Rac1-PAK signaling in D2R-MSNs for aversive learning and imply the cascade's therapeutic potential for AD as aversive learning is used to preliminarily screen AD drugs.
  • Takashi Nakano, Shakila B. Rizwan, David M. A. Myint, Jason Gray, Sean M. Mackay, Paul Harris, Christopher G. Perk, Brian I. Hyland, Ruth Empson, Eng Wui Tan, Keshav M. Dani, John NJ Reynolds, Jeffery R. Wickens
    Pharmaceutics 14(2) 468-468 2022年2月21日  査読有り筆頭著者
    Drug delivery systems have the potential to deliver high concentrations of drug to target areas on demand, while elsewhere and at other times encapsulating the drug, to limit unwanted actions. Here we show proof of concept in vivo and ex vivo tests of a novel drug delivery system based on hollow-gold nanoparticles tethered to liposomes (HGN-liposomes), which become transiently permeable when activated by optical or acoustic stimulation. We show that laser or ultrasound simulation of HGN-liposomes loaded with the GABAA receptor agonist, muscimol, triggers rapid and repeatable release in a sufficient concentration to inhibit neurons and suppress seizure activity. In particular, laser-stimulated release of muscimol from previously injected HGN-liposomes caused subsecond hyperpolarizations of the membrane potential of hippocampal pyramidal neurons, measured by whole cell intracellular recordings with patch electrodes. In hippocampal slices and hippocampal–entorhinal cortical wedges, seizure activity was immediately suppressed by muscimol release from HGN-liposomes triggered by laser or ultrasound pulses. After intravenous injection of HGN-liposomes in whole anesthetized rats, ultrasound stimulation applied to the brain through the dura attenuated the seizure activity induced by pentylenetetrazol. Ultrasound alone, or HGN-liposomes without ultrasound stimulation, had no effect. Intracerebrally-injected HGN-liposomes containing kainic acid retained their contents for at least one week, without damage to surrounding tissue. Thus, we demonstrate the feasibility of precise temporal control over exposure of neurons to the drug, potentially enabling therapeutic effects without continuous exposure. For future application, studies on the pharmacokinetics, pharmacodynamics, and toxicity of HGN-liposomes and their constituents, together with improved methods of targeting, are needed, to determine the utility and safety of the technology in humans.
  • Takashi Nakano, Masahiro Takamura, Haruki Nishimura, Maro G Machizawa, Naho Ichikawa, Atsuo Yoshino, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Makiko Yamada, Tetsuya Suhara, Junichiro Yoshimoto
    NeuroImage 245 118733-118733 2021年11月  査読有り筆頭著者
    Neurofeedback (NF) aptitude, which refers to an individual's ability to change brain activity through NF training, has been reported to vary significantly from person to person. The prediction of individual NF aptitudes is critical in clinical applications to screen patients suitable for NF treatment. In the present study, we extracted the resting-state functional brain connectivity (FC) markers of NF aptitude, independent of NF-targeting brain regions. We combined the data from fMRI-NF studies targeting four different brain regions at two independent sites (obtained from 59 healthy adults and six patients with major depressive disorder) to collect resting-state fMRI data associated with aptitude scores in subsequent fMRI-NF training. We then trained the multiple regression models to predict the individual NF aptitude scores from the resting-state fMRI data using a discovery dataset from one site and identified six resting-state FCs that predicted NF aptitude. Subsequently, the reproducibility of the prediction model was validated using independent test data from another site. The identified FC model revealed that the posterior cingulate cortex was the functional hub among the brain regions and formed predictive resting-state FCs, suggesting that NF aptitude may be involved in the attentional mode-orientation modulation system's characteristics in task-free resting-state brain activity.
  • Paul Rossener Regonia, Masahiro Takamura, Takashi Nakano, Naho Ichikawa, Alan Fermin, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Kazushi Ikeda, Junichiro Yoshimoto
    Frontiers in Psychiatry 12 780997-780997 2021年11月  査読有り
    Our current understanding of melancholic depression is shaped by its position in the depression spectrum. The lack of consensus on how it should be treated—whether as a subtype of depression, or as a distinct disorder altogethe—interferes with the recovery of suffering patients. In this study, we analyzed brain state energy landscape models of melancholic depression, in contrast to healthy and non-melancholic energy landscapes. Our analyses showed significant group differences on basin energy, basin frequency, and transition dynamics in several functional brain networks such as basal ganglia, dorsal default mode, and left executive control networks. Furthermore, we found evidences suggesting the connection between energy landscape characteristics (basin characteristics) and depressive symptom scores (BDI-II and SHAPS). These results indicate that melancholic depression is distinguishable from its non-melancholic counterpart, not only in terms of depression severity, but also in brain dynamics.
  • Takanori Matsubara, Takayuki Yanagida, Noriaki Kawaguchi, Takashi Nakano, Junichiro Yoshimoto, Maiko Sezaki, Hitoshi Takizawa, Satoshi P. Tsunoda, Shin-ichiro Horigane, Shuhei Ueda, Sayaka Takemoto-Kimura, Hideki Kandori, Akihiro Yamanaka, Takayuki Yamashita
    Nature Communications 12(1) 2021年7月  査読有り
    <title>Abstract</title>Scintillators emit visible luminescence when irradiated with X-rays. Given the unlimited tissue penetration of X-rays, the employment of scintillators could enable remote optogenetic control of neural functions at any depth of the brain. Here we show that a yellow-emitting inorganic scintillator, Ce-doped Gd3(Al,Ga)5O12 (Ce:GAGG), can effectively activate red-shifted excitatory and inhibitory opsins, ChRmine and GtACR1, respectively. Using injectable Ce:GAGG microparticles, we successfully activated and inhibited midbrain dopamine neurons in freely moving mice by X-ray irradiation, producing bidirectional modulation of place preference behavior. Ce:GAGG microparticles are non-cytotoxic and biocompatible, allowing for chronic implantation. Pulsed X-ray irradiation at a clinical dose level is sufficient to elicit behavioral changes without reducing the number of radiosensitive cells in the brain and bone marrow. Thus, scintillator-mediated optogenetics enables minimally invasive, wireless control of cellular functions at any tissue depth in living animals, expanding X-ray applications to functional studies of biology and medicine.
  • Yuko Mori, Akihiro Mouri, Kazuo Kunisawa, Mami Hirakawa, Hisayoshi Kubota, Aika Kosuge, Moe Niijima, Masaya Hasegawa, Hitomi Kurahashi, Reiko Murakami, Masato Hoshi, Takashi Nakano, Suwako Fujigaki, Hidetsugu Fujigaki, Yasuko Yamamoto, Toshitaka Nabeshima, Kuniaki Saito
    Behavioural Brain Research 405 113191-113191 2021年5月  査読有り
    Tryptophan (TRP) is metabolized via the kynurenine (KYN) pathway, which is related to the pathogenesis of major depressive disorder (MDD). Kynurenine 3-monooxygenase (KMO) is a pivotal enzyme in the metabolism of KYN to 3-hydroxykynurenine. In rodents, KMO deficiency induces a depression-like behavior and increases the levels of kynurenic acid (KA), a KYN metabolite formed by kynurenine aminotransferases (KATs). KA antagonizes α7 nicotinic acetylcholine receptor (α7nAChR). Here, we investigated the involvement of KA in depression-like behavior in KMO knockout (KO) mice. KYN, KA, and anthranilic acid but not TRP or 3-hydroxyanthranilic acid were elevated in the prefrontal cortex of KMO KO mice. The mRNA levels of KAT1 and α7nAChR but not KAT2-4, α4nAChR, or β2nAChR were elevated in the prefrontal cortex of KMO KO mice. Nicotine blocked increase in locomotor activity, decrease in social interaction time, and prolonged immobility in a forced swimming test, but it did not decrease sucrose preference in the KMO KO mice. Methyllycaconitine (an α7nAChR antagonist) antagonized the effect of nicotine on decreased social interaction time and prolonged immobility in the forced swimming test, but not increased locomotor activity. Galantamine (an α7nAChR allosteric agonist) blocked the increased locomotor activity and prolonged immobility in the forced swimming test, but not the decreased social interaction time in the KMO KO mice. In conclusion, elevation of KA levels contributes to depression-like behaviors in KMO KO mice by α7nAChR antagonism. The ameliorating effects of nicotine and galantamine on depression-like behaviors in KMO KO mice are associated with the activation of α7nAChR.
  • Wanpeng Cui, Tomomi Aida, Hikaru Ito, Kenta Kobayashi, Yusaku Wada, Shigeki Kato, Takashi Nakano, Meina Zhu, Kaoru Isa, Kazuto Kobayashi, Tadashi Isa, Kohichi Tanaka, Hidenori Aizawa
    The Journal of Neuroscience 40(38) 7241-7254 2020年8月26日  査読有り
    Maladaptation to stress is a critical risk factor in stress-related disorders, such as major depression and post-traumatic stress disorder (PTSD). Dopamine signaling in the nucleus accumbens (NAc) has been shown to modulate behavior by reinforcing learning and evading aversive stimuli, which are important for the survival of animals under environmental challenges such as stress. However, the mechanisms through which dopaminergic transmission responds to stressful events and subsequently regulates its downstream neuronal activity during stress remain unknown. To investigate how dopamine signaling modulates stress-coping behavior, we measured the subsecond fluctuation of extracellular dopamine concentration and pH using fast scanning cyclic voltammetry (FSCV) in the NAc, a postsynaptic target of midbrain dopaminergic neurons, in male mice engaged in a tail suspension test (TST). The results revealed a transient decrease in dopamine concentration and an increase in pH levels when the animals changed behaviors, from being immobile to struggling. Interestingly, optogenetic inhibition of dopamine release in NAc, potentiated the struggling behavior in animals under the TST. We then addressed the causal relationship of such a dopaminergic transmission with behavioral alterations by knocking out both the dopamine receptors, i.e., D1 and D2, in the NAc using viral vector-mediated genome editing. Behavioral analyses revealed that male D1 knock-out mice showed significantly more struggling bouts and longer struggling durations during the TST, while male D2 knock-out mice did not. Our results therefore indicate that D1 dopaminergic signaling in the NAc plays a pivotal role in the modulation of stress-coping behaviors in animals under tail suspension stress.SIGNIFICANCE STATEMENT The tail suspension test (TST) has been widely used as a despair-based behavioral assessment to screen the antidepressant so long. Despite its prevalence in the animal studies, the neural substrate underlying the changes of behavior during the test remains unclear. This study provides an evidence for a role of dopaminergic transmission in the modulation of stress-coping behavior during the TST, a despair test widely used to screen the antidepressants in rodents. Taking into consideration the fact that the dopamine metabolism is upregulated by almost all antidepressants, a part of which acts directly on the dopaminergic transmission, current results would uncover the molecular mechanism through which the dopaminergic signaling mediates antidepressant effect with facilitation of the recovery from the despair-like behavior in the TST.
  • Atsuo Yoshino, Yasumasa Okamoto, Yuki Sumiya, Go Okada, Masahiro Takamura, Naho Ichikawa, Takashi Nakano, Chiyo Shibasaki, Hidenori Aizawa, Yosuke Yamawaki, Kyoko Kawakami, Satoshi Yokoyama, Junichiro Yoshimoto, Shigeto Yamawaki
    Frontiers in human neuroscience 14 165-165 2020年  査読有り
    Human habenula studies are gradually advancing, primarily through the use of functional magnetic resonance imaging (fMRI) analysis of passive (Pavlovian) conditioning tasks as well as probabilistic reinforcement learning tasks. However, no studies have particularly targeted aversive prediction errors, despite the essential importance for the habenula in the field. Complicated learned strategies including contextual contents are involved in making aversive prediction errors during the learning process. Therefore, we examined habenula activation during a contextual learning task. We performed fMRI on a group of 19 healthy controls. We assessed the manually traced habenula during negative outcomes during the contextual learning task. The Beck Depression Inventory-Second Edition (BDI-II), the State-Trait-Anxiety Inventory (STAI), and the Temperament and Character Inventory (TCI) were also administered. The left and right habenula were activated during aversive outcomes and the activation was associated with aversive prediction errors. There was also a positive correlation between TCI reward dependence scores and habenula activation. Furthermore, dynamic causal modeling (DCM) analyses demonstrated the left and right habenula to the left and right hippocampus connections during the presentation of contextual stimuli. These findings serve to highlight the neural mechanisms that may be relevant to understanding the broader relationship between the habenula and learning processes.
  • Takashi Nakano, Masahiro Takamura, Naho Ichikawa, Go Okada, Yasumasa Okamoto, Makiko Yamada, Tetsuya Suhara, Shigeto Yamawaki, Junichiro Yoshimoto
    Frontiers in psychiatry 11 400-400 2020年  査読有り筆頭著者
    Resting-state fMRI has the potential to help doctors detect abnormal behavior in brain activity and to diagnose patients with depression. However, resting-state fMRI has a bias depending on the scanner site, which makes it difficult to diagnose depression at a new site. In this paper, we propose methods to improve the performance of the diagnosis of major depressive disorder (MDD) at an independent site by reducing the site bias effects using regression. For this, we used a subgroup of healthy subjects of the independent site to regress out site bias. We further improved the classification performance of patients with depression by focusing on melancholic depressive disorder. Our proposed methods would be useful to apply depression classifiers to subjects at completely new sites.
  • Junichiro Yoshimoto, Jumpei Ozaki, Kohta Mizutani, Takashi Nakano, Kazushi Ikeda, Takayuki Yamashita
    2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019 723-726 2019年11月1日  
  • Xinjian Zhang, Taku Nagai, Rijwan Uddin Ahammad, Keisuke Kuroda, Shinichi Nakamuta, Takashi Nakano, Naoto Yukinawa, Yasuhiro Funahashi, Yukie Yamahashi, Mutsuki Amano, Junichiro Yoshimoto, Kiyofumi Yamada, Kozo Kaibuchi
    Neurochemistry international 122 8-18 2019年1月  査読有り
    Medium spiny neurons (MSNs) expressing dopamine D1 receptor (D1R) or D2 receptor (D2R) are major components of the striatum. Stimulation of D1R activates protein kinase A (PKA) through Golf to increase neuronal activity, while D2R stimulation inhibits PKA through Gi. Adenosine A2A receptor (A2AR) coupled to Golf is highly expressed in D2R-MSNs within the striatum. However, how dopamine and adenosine co-operatively regulate PKA activity remains largely unknown. Here, we measured Rap1gap serine 563 phosphorylation to monitor PKA activity and examined dopamine and adenosine signals in MSNs. We found that a D1R agonist increased Rap1gap phosphorylation in striatal slices and in D1R-MSNs in vivo. A2AR agonist CGS21680 increased Rap1gap phosphorylation, and pretreatment with the D2R agonist quinpirole blocked this effect in striatal slices. D2R antagonist eticlopride increased Rap1gap phosphorylation in D2R-MSNs in vivo, and the effect of eticlopride was blocked by the pretreatment with the A2AR antagonist SCH58261. These results suggest that adenosine positively regulates PKA in D2R-MSNs through A2AR, while this effect is blocked by basal dopamine in vivo. Incorporating computational model analysis, we propose that the shift from D1R-MSNs to D2R-MSNs or vice versa appears to depend predominantly on a change in dopamine concentration.
  • Stefano Zucca, Aya Zucca, Takashi Nakano, Sho Aoki, Jeffery Wickens
    eLife 7 2018年3月26日  査読有り
  • Takashi Nakano, Sean M. Mackay, Eng Wui Tan, Keshav M. Dani, Jeff Wickens
    eNeuro 3(6) 2016年11月16日  査読有り筆頭著者
  • Taku Nagai, Shinichi Nakamuta, Keisuke Kuroda, Sakura Nakauchi, Tomoki Nishioka, Tetsuya Takano, Xinjian Zhang, Daisuke Tsuboi, Yasuhiro Funahashi, Takashi Nakano, Junichiro Yoshimoto, Kenta Kobayashi, Motokazu Uchigashima, Masahiko Watanabe, Masami Miura, Akinori Nishi, Kazuto Kobayashi, Kiyofumi Yamada, Mutsuki Amano, Kozo Kaibuchi
    Neuron 89(3) 550-65 2016年2月3日  査読有り
  • Takashi Nakano, Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
    PLOS ONE 10(3) e0115620 2015年3月  査読有り筆頭著者責任著者
  • Takashi Nakano, Catherine Chin, David Mo Aung Myint, Eng Wui Tan, Peter John Hale, Bala Murali M. Krishna, John N. J. Reynolds, Jeff Wickens, Keshav M. Dani
    SCIENTIFIC REPORTS 4 5398 2014年6月  査読有り筆頭著者
  • Takashi Nakano, Catherine Chin, David Mo Aung Myint, Eng Wui Tan, Peter John Hale, John N. J. Reynolds, Jeff Wickens, Keshav M. Dani
    Optics InfoBase Conference Papers 2014年  
  • Takashi Nakano, Catherine Chin, Jeff Wickens, Keshav M Dani
    Neurotransmitter 1(1) 424-424 2014年  査読有り招待有り筆頭著者
  • Takashi Nakano, Junichiro Yoshimoto, Kenji Doya
    Frontiers in Computational Neuroscience 7 119 2013年9月13日  査読有り筆頭著者
  • Takashi Nakano, Tomokazu Doi, Junichiro Yoshimoto, Kenji Doya
    PLOS COMPUTATIONAL BIOLOGY 6(2) e1000670 2010年2月  査読有り筆頭著者
  • Takashi Nakano, Junichiro Yoshimoto, Jeff Wickens, Kenji Doya
    ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT I 5768(PART 1) 249-+ 2009年  査読有り筆頭著者

MISC

 10

書籍等出版物

 2

担当経験のある科目(授業)

 13

共同研究・競争的資金等の研究課題

 6

その他

 1
  • ① レーザーとリポソームを用いた薬物投与法 *本研究シーズに関する産学共同研究の問い合わせは藤田医科大学産学連携推進センター(fuji-san@fujita-hu.ac.jp)まで