
- 姓 名:
- 朱露莎
- 職 稱:
- 教授 研究員 博導(dǎo)
- 研究領(lǐng)域:
- 神經(jīng)經(jīng)濟(jì)學(xué) 決策神經(jīng)科學(xué) 社會(huì)計(jì)算
- 通信地址:
- 北京大學(xué)王克楨樓 100080
- 電子郵件:
- [email protected]
- 個(gè)人主頁(yè):
- http://lushazhu.com
朱露莎,北京大學(xué)博雅特聘教授, 北京大學(xué)心理與認(rèn)知科學(xué)學(xué)院,IDG麥戈文腦科學(xué)研究所、北大-清華生命科學(xué)聯(lián)合中心研究員。 山東大學(xué)物理學(xué)學(xué)士,北京大學(xué)經(jīng)濟(jì)學(xué)碩士,伊利諾伊大學(xué)香檳分校經(jīng)濟(jì)學(xué)博士。 2010-2011加州大學(xué)伯克利分校Haas商學(xué)院Associate Consultant, 2011-2015弗吉尼亞Carilion研究所研究員,2015年加入北京心理系。
朱露莎實(shí)驗(yàn)室從事策神經(jīng)科學(xué)(又稱神經(jīng)經(jīng)濟(jì)學(xué))研究。采用交叉學(xué)科研究方法,在認(rèn)知算法與神經(jīng)表征層面,探索人類復(fù)雜決策行為的動(dòng)機(jī)、推斷和策略。其研究受國(guó)家杰出青年科學(xué)基金、海外高層次青年人才計(jì)劃,及多個(gè)自然科學(xué)基金、科技部項(xiàng)目支持。任PLOS Computational Biology等期刊編委,Society for Social Neuroscience等多個(gè)國(guó)內(nèi)外核心學(xué)術(shù)組織program committee。
實(shí)驗(yàn)室網(wǎng)址:lushazhu.com
我們實(shí)驗(yàn)室研究大腦怎么作決策,特別是復(fù)雜的社會(huì)決策。當(dāng)前,我們的研究著眼于博弈行為中,大腦怎么推斷他人的行動(dòng)和目標(biāo)、猜測(cè)他人的策略,以及怎么基于這些預(yù)測(cè)來(lái)做決定。例如,(i) 大腦如何通過(guò)統(tǒng)計(jì)學(xué)習(xí)來(lái)了解外部環(huán)境,預(yù)判他人的行為(Nature Neuroscience 2023,Nature Communications 2019, PNAS 2012); (ii) 如何理解和選擇交流信號(hào)來(lái)溝通意圖(Science Advances 2021, Nature Neuroscience 2014)。
我們用博弈實(shí)驗(yàn)搭建人際交互的行為平臺(tái),用腦科學(xué)研究手段來(lái)探查決策的硬件,用博弈論、機(jī)器學(xué)習(xí)、計(jì)算語(yǔ)言學(xué),社會(huì)網(wǎng)絡(luò)分析等模型來(lái)刻畫生成決策的軟件,從而理解決策行為的認(rèn)知和神經(jīng)機(jī)制,以及這些機(jī)制如何隨年齡發(fā)展,在神經(jīng)和精神疾病下將出現(xiàn)怎樣的偏差。
實(shí)驗(yàn)室長(zhǎng)期招收博士后,歡迎在自然語(yǔ)言處理、機(jī)器學(xué)習(xí)、深度學(xué)習(xí),電生理,行為經(jīng)濟(jì)學(xué),腦成像等方面有相關(guān)專長(zhǎng)的研究者加入。
英文論著
# co-first author, * co-corresponding author
Neurocomputational mechanism of real-time distributed learning on social networks. Y Jiang, Q Mi, L Zhu*. Nature Neuroscience 2023. [中文簡(jiǎn)介]
Neurocomputations of strategic behavior: From iterated to novel interactions. Y Jiang#, H.T. Wu#, Q Mi, L Zhu*. WIREs Cognitive Science 2022
Reinforcement learning disruptions in individuals with depression and sensitivity to symptom change following cognitive behavioral therapy. V Brown, L Zhu, A Solway, J Wang, K McCurry, B King-Casas*, P Chiu*. JAMA Psychiatry. 2021
Reading between the lines: Listener’s vmPFC simulates speaker cooperative choices in communication games. Q Mi, C Wang, C F. Camerer, L Zhu*. Science Advances. 2021 [中文簡(jiǎn)介]
Patients with basal ganglia damage show preserved learning in an economic game. L Zhu*, Y Jiang, D Scabini, RT. Knight, M Hsu*, Nature Communications. 2019. [中文簡(jiǎn)介]
Promoting subjective preferences in simple economic choices during nap. S Ai#, Y Yin#, Y Chen, C Wang, Y Sun, X Tang, L Lu, L Zhu*, J Shi*. eLife. 2018. [中文簡(jiǎn)介]
Predicting human behavior toward members of different social groups. AC Jenkins, P Karashchuk, L Zhu, M Hsu*. Proceedings of the National Academy of Sciences. 2018.
Associability-modulated loss learning is increased in posttraumatic stress disorder. VM Brown, L Zhu, JM Wang, BC Frueh, B King-Casas*, PH Chiu*. eLife. 2018.
In cocaine dependence, neural prediction errors during loss avoidance are increased with cocaine deprivation and predict drug use. JM Wang, L Zhu, VM Brown, V, R De La Garza II, T Newton, B King-Casas*, PH Chiu*. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 2018
Cognitive neuroscience of honesty and deception: a signaling framework. CA Jenkins, L Zhu*, M Hsu*. Current Opinion in Behavioral Sciences, 2016.
Dopamine modulates egalitarian behavior In humans. I Saez, L Zhu, E Set, A Kayser, M Hsu*. Current Biology, 2015.
Damage to dorsolateral prefrontal cortex affects tradeoffs between honesty and self-interest. L Zhu, AC Jenkins, E Set, D Scabini, R Knight, P Chiu, B King-Casas, and Ming Hsu*. Nature Neuroscience, 2014. [中文簡(jiǎn)介]
Dissociable contribution of prefrontal and striatal dopaminergic genes to learning in economic games. E Set, I Saez, L Zhu, D Houser, N Myung, S Zhong, RP Ebstein*, SH Chew*, and M Hsu*. Proceedings of the National Academy of Sciences, 2014.
Dissociable neural representations of reinforcement and belief prediction errors underlie strategic learning. L Zhu, K Mathewson, M Hsu*. Proceedings of the National Academy of Sciences, 2012.