Job Title
Professor
Department
Computer Science
Phone
024 7657 3788
Web Link
Research Interests
The general theme of my research is Computational Biology: computational psychiatry, abstract and biophysical models of single neurone and neuronal networks, stochastic and nonlinear dynamics, data mining and mathematical physics
Biography
1985 - 1993 Received all my academic degrees (BSc, MSc, PhD) from Probability and Statistics Dept., Peking University, P.R, China 1993 - 1996 Supported by the A. von Humboldt Foundation of Germany and CNR of Italy, I spent around three years in Germany and Italy 1996 - May 2000 Principle Investigator (project leader, deputy head of the Computational Neuroscience Lab.), The Babraham Institute, Cambridge, CB2 4AT, UK June 2000 - December 2004 Reader, Department of Informatics, Sussex University, UK. 2005 June - 2008 May Visiting Professor, Department of Informatics, Sussex University, UK. 2005 Jan - now, Professor, Centre for Scientific Computing and Computer Science, Warwick University, UK
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Xie, Chao, Jia, Tianye, Rolls, Edmund T., Robbins, Trevor W., Sahakian, Barbara J., Zhang, Jie, Liu, Zhaowen, Cheng, Wei, Luo, Qiang, Zac Lo, Chun-Yi, Wang, He, Banaschewski, Tobias, Barker, Gareth J., Bokde, Arun L.W., Büchel, Christian, Quinlan, Erin Burke, Desrivières, Sylvane, Flor, Herta, Grigis, Antoine, Garavan, Hugh et al (Select to open full list), 2021. Reward vs non-reward sensitivity of the medial vs lateral orbitofrontal cortex relates to the severity of depressive symptoms. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 6 (3), pp. 259-269
- Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng, 2021. Brain dynamics : the temporal variability of connectivity, and differences in schizophrenia and ADHD. Translational Psychiatry, 11 (1)
- Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng, 2021. Brain dynamics : synchronous peaks, functional connectivity, and its temporal variability. Human Brain Mapping
- Huang, Chu-Chung, Rolls, Edmund T., Hsu, Chih-Chin Heather, Feng, Jianfeng, Lin, Ching-Po, 2021. Extensive cortical connectivity of the human hippocampal memory system : beyond the ?what? and ?where? dual stream model. Cerebral Cortex
- Du, Jingnan, Palaniyappan, Lena, Liu, Zhaowen, Cheng, Wei, Gong, Weikang, Zhu, Mengmeng, Wang, Jijun, Zhang, Jie, Feng, Jianfeng, 2021. The genetic determinants of language network dysconnectivity in drug-naïve early stage schizophrenia. npj Schizophrenia, 7 (1)
- Wan, Zhuo, Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng, 2020. Sensation-seeking is related to functional connectivities of the medial orbitofrontal cortex with the anterior cingulate cortex. NeuroImage, 215
- Feng, Jianfeng, Xie, Peng, Zhou, Qunjie, Dai, Dan, Qiu, Jiang, Wei, Dongtao, Du, Jingnan, Cheng, Wei, Rolls, Edmund T., 2020. Functional connectivity of the right inferior frontal gyrus and orbitofrontal cortex in depression. Social Cognitive and Affective Neuroscience, 15 (1), pp. 75-86
- Wang, Linbo, Cheng, Wei, Rolls, Edmund T., Dai, Fuli, Gong, Weikang, Du, Jingnan, Zhang, Wei, Wang, Shouyan, Liu, Fengtao, Wang, Jian, Brown, Peter, Feng, Jianfeng, 2020. Association of specific biotypes in patients with Parkinson disease and disease progression. Neurology, 95 (11), pp. e1445-e1460
- Wang, Hui, Rolls, Edmund T., Du, Xiujuan, Du, Jingnan, Yang, Dexin, Li, Jiong, Li, Fei, Cheng, Wei, Feng, Jianfeng, 2020. Severe nausea and vomiting in pregnancy: psychiatric and cognitive problems and brain structure in children. BMC Medicine, 18 (1)
- Feng, Ruiqing, Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng, 2020. Hypertension is associated with reduced hippocampal connectivity and impaired memory. EBioMedicine, 61
- Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng, 2020. The orbitofrontal cortex : reward, emotion and depression. Brain Communications, 2 (2)
- Rolls, Edmund T., Vatansever, Deniz, Li, Yuzhu, Cheng, Wei, Feng, Jianfeng, 2020. Rapid rule-based reward reversal and the lateral orbitofrontal cortex. Cerebral Cortex Communications, 1 (1)
- Heather Hsu, Chih-Chin, Rolls, Edmund T., Huang, Chu-Chung, Chong, Shin Tai, Zac Lo, Chun-Yi, Feng, Jianfeng, Lin, Ching-Po, 2020. Connections of the human orbitofrontal cortex and inferior frontal gyrus. Cerebral Cortex, 30 (11), pp. 5830-5843
- Rolls, Edmund T., Zhou, Yunyi, Cheng, Wei, Gilson, Matthieu, Deco, Gustavo, Feng, Jianfeng, 2020. Effective connectivity in autism. Autism Research, 13 (1), pp. 32-44
- Cheng, Wei, Rolls, Edmund T., Gong, Weikang, Du, Jingnan, Zhang, Jie, Zhang, Xiao-Yong, Li, Fei, Feng, Jianfeng, 2020. Sleep duration, brain structure, and psychiatric and cognitive problems in children. Molecular Psychiatry
- Cheng, Wei, Rolls, Edmund T., Robbins, Trevor W., Gong, Weikang, Liu, Zhaowen, Lv, Wujun, Du, Jingnan, Wen, Hongkai, Ma, Liang, Quinlan, Erin Burke, Garavan, Hugh, Artiges, Eric, Papadopoulos Orfanos, Dimitri, Smolka, Michael N., Schumann, Gunter, Kendrick, Keith, Feng, Jianfeng, 2019. Decreased brain connectivity in smoking contrasts with increased connectivity in drinking. eLife, 8
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Ruan, Hongtao, Zhou, Yunyi, Luo, Qiang, Robert, Gabriel H., Desrivières, Sylvane, Quinlan, Erin Burke, Liu, ZhaoWen, Banaschewski, Tobias, Bokde, Arun L.W., Bromberg, Uli, Büchel, Christian, Flor, Herta, Frouin, Vincent, Garavan, Hugh, Gowland, Penny, Heinz, Andreas, Ittermann, Bernd, Martinot, Jean-Luc, Martinot, Marie-Laure Paillère, Nees, Frauke et al (Select to open full list), 2019. Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation. NeuroImage: Clinical, 22
- Gong, Weikang, Cheng, Fan, Rolls, Edmund T., Lo, Chun-Yi Zac, Huang, Chu-Chung, Tsai, Shih-Jen, Yang, Albert C, Lin, Ching-Po, Feng, Jianfeng, 2019. A powerful and efficient multivariate approach for voxel-level connectome-wide association studies. NeuroImage, 188, pp. 628-641
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Luo, Qiang, Chen, Qiang, Wang, Wenjia, Desrivières, Sylvane, Quinlan, Erin Burke, Jia, Tianye, Macare, Christine, Robert, Gabriel H., Cui, Jing, Guedj, Mickaël, Palaniyappan, Lena, Kherif, Ferath, Banaschewski, Tobias, Bokde, Arun L. W., Büchel, Christian, Flor, Herta, Frouin, Vincent, Garavan, Hugh, Gowland, Penny, Heinz, Andreas et al (Select to open full list), 2019. Association of a schizophrenia-risk nonsynonymous variant with putamen volume in adolescents. JAMA Psychiatry, 76 (4), pp. 435-445
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Luo, Qiang, Chen, Qiang, Wang, Wenjia, Desrivières, Sylvane, Quinlan, Erin Burke, Jia, Tianye, Macare, Christine, Robert, Gabriel H., Cui, Jing, Guedj, Mickaël, Palaniyappan, Lena, Kherif, Ferath, Banaschewski, Tobias, Bokde, Arun L. W., Büchel, Christian, Flor, Herta, Frouin, Vincent, Garavan, Hugh, Gowland, Penny, Heinz, Andreas et al (Select to open full list), 2019. Association of a schizophrenia-risk nonsynonymous variant with putamen volume in adolescents. JAMA Psychiatry, 76 (4), pp. 435-445
- Rolls, Edmund T., Cheng, Wei, Gong, Weikang, Qiu, Jiang, Zhou, Chanjuan, Zhang, Jie, Lyu, Wujun, Ruan, Hongtao, Wei, Dongtao, Cheng, Ke, Meng, Jie, Xie, Peng, Feng, Jianfeng, 2019. Functional connectivity of the anterior cingulate cortex in depression and in health. Cerebral Cortex, 29 (8), pp. 3617-3630
- Sun, Jiangzhou, Liu, Zhaowen, Rolls, Edmund T., Chen, Qunlin, Yao, Ye, Yang, Wenjing, Wei, Dongtao, Zhang, Qinglin, Zhang, Jie, Feng, Jianfeng, Qiu, Jiang, 2019. Verbal creativity correlates with the temporal variability of brain networks during the resting state. Cerebral Cortex, 29 (3), pp. 1047-1058
- Cheng, Wei, Rolls, Edmund T., Qiu, Jiang, Xie, Xiongfei, Wei, Dongtao, Huang, Chu-Chung, Yang, Albert C., Tsai, Shih-Jen, Li, Qi, Meng, Jie, Lin, Ching-Po, Xie, Peng, Feng, Jianfeng, 2018. Increased functional connectivity of the posterior cingulate cortex with the lateral orbitofrontal cortex in depression. Translational Psychiatry, 8 (1)
- Rolls, Edmund T., Cheng, Wei, Gilson, Matthieu, Qiu, Jiang, Hu, Zicheng, Ruan, Hongtao, Li, Yu, Huang, Chu-Chung, Yang, Albert C, Tsai, Shih-Jen, Zhang, Xiaodong, Zhuang, Kaixiang, Lin, Ching-Po, Deco, Gustavo, Xie, Peng, Feng, Jianfeng, 2018. Effective connectivity in depression. Biological psychiatry. Cognitive neuroscience and neuroimaging, 3 (2), pp. 187-197
- Cheng, Wei, Rolls, Edmund T., Yuan, H. T., Feng, Jianfeng, 2018. Functional connectivities in the brain that mediate the association between depressive problems and sleep quality. JAMA Psychiatry, 75 (10), pp. 1052-1061
- Bai, Xin, Jia, Jian-An, Fang, Meng, Chen, Shipeng, Liang, Xiaotao, Zhu, Shanfeng, Zhang, Shuqin, Feng, Jianfeng, Sun, Fengzhu, Gao, Chunfang, 2018. Deep sequencing of HBV pre-S region reveals high heterogeneity of HBV genotypes and associations of word pattern frequencies with HCC. PLoS Genetics, 14 (2)
- Zhou, Yunyi, Tao, Chenyang, Lu, Wenlian, Feng, Jianfeng, 2018. An asymptotic theory for cross-correlation between auto-correlated sequences and its application on neuroimaging data. Journal of Neuroscience Methods, 304, pp. 52-65
- Cheng, Wei, Rolls, Edmund T., Qiu, Jiang, Yang, Deyu, Ruan, Hongtao, Wei, Dongtao, Zhao, Libo, Meng, Jie, Xie, Peng, Feng, Jianfeng, 2018. Functional connectivity of the precuneus in unmedicated patients with depression. Biological psychiatry. Cognitive neuroscience and neuroimaging, 3 (12), pp. 1040-1049
- Cheng, Wei, Rolls, Edmund T., Qiu, Jiang, Xie, Xiongfei, Lyu, Wujun, Li, Yu, Huang, Chu-Chung, Yang, Albert C, Tsai, Shih-Jen, Lyu, Fajin, Zhuang, Kaixiang, Lin, Ching-Po, Xie, Peng, Feng, Jianfeng, 2018. Functional connectivity of the human amygdala in health and in depression. Social Cognitive and Affective Neuroscience, 13 (6), pp. 557-568
- Cheng, Wei, Rolls, Edmund T., Zhang, Jie, Sheng, W., Ma, L., Wan, L., Luo, Q., Feng, Jianfeng, 2017. Functional connectivity decreases in autism in emotion, self, and face circuits identified by knowledge-based enrichment analysis. NeuroImage, 148, pp. 169-178
- Rolls, Edmund T., Lu, Wenlian, Wan, Lin, Yan, Hao, Wang, Chuanyue, Yang, Fude, Tan, Yunlong, Li, Lingjiang, Yu, Hao, Liddle, Peter F., Palaniyappan, Lena, Zhang, Dai, Yue, Weihua, Feng, Jianfeng, 2017. Individual differences in schizophrenia. BJPsych Open, 3 (6), pp. 265-273
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Deng, Wanlu, Rolls, Edmund T., Ji, Xiaoxi, Robbins, Trevor W., Banaschewski, Tobias, Bokde, Arun L. W., Bromberg, Uli, Buechel, Christian, Desrivières, Sylvane, Conrod, Patricia, Flor, Herta, Frouin, Vincent, Gallinat, Juergen, Garavan, Hugh, Gowland, Penny, Heinz, Andreas, Ittermann, Bernd, Martinot, Jean-Luc, Lemaitre, Herve, Nees, Frauke et al (Select to open full list), 2017. Separate neural systems for behavioral change and for emotional responses to failure during behavioral inhibition. Human Brain Mapping, 38 (7), pp. 3527-3537
- Tao, Chenyang, Nichols, Thomas E., Hua, Xue, Ching, Christopher R. K., Rolls, Edmund T., Thompson, Paul M., Feng, Jianfeng, 2016. Generalized reduced rank latent factor regression for high dimensional tensor fields, and neuroimaging-genetic applications. NeuroImage, 144 (Part A), pp. 35-57
- Cao, Xinyi, Yao, Ye, Li, Ting, Cheng, Yan, Feng, Wei, Shen, Yuan, Li, Qingwei, Jiang, Lijuan, Wu, Wenyuan, Wang, Jijun, Sheng, Jianhua, Feng, Jianfeng, Li, Chunbo, 2016. The impact of cognitive training on cerebral white matter in community-dwelling elderly : one-year prospective longitudinal diffusion tensor imaging study. Scientific Reports, 6
- Guo, S., Palaniyappan, L., Liddle, P. F., Feng, Jianfeng, 2016. Dynamic cerebral reorganization in the pathophysiology of schizophrenia : a MRI-derived cortical thickness study. Psychological Medicine, 46 (10), pp. 2201-2214
- Cheng, Wei, Rolls, Edmund T., Qiu, Jiang, Liu, Wei, Tang, Yanqing, Huang, ChuChung, Wang, XinFa, Zhang, Jie, Lin, Wei, Zheng, Lirong, Pu, JunCai, Tsai, Shih-Jen, Yang, Albert C., Lin, Ching-Po, Wang, Fei, Xie, Peng, Feng, Jianfeng, 2016. Medial reward and lateral non-reward orbitofrontal cortex circuits change in opposite directions in depression. Brain, 139 (12), pp. 3296-3309
- Zhang, Jie, Cheng, Wei, Liu, Zhaowen, Zhang, Kai, Yao, Ye, Becker, Benjamin, Liu, Yicen, Kendrick, Keith M., Lu, Guangming, Feng, Jianfeng, 2016. Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain, 139 (8), pp. 2307-2321
- Cheng, Wei, Rolls, Edmund T., Huaguang, Gu, Zhang, Jie, Feng, Jianfeng, 2015. Autism : reduced connectivity between cortical areas involved in face expression, theory of mind, and the sense of self. Brain, 138 (Part 5), pp. 1382-1393
- Cheng, Wei, Palaniyappan, Lena, Li, Mingli, Kendrick, Keith M., Zhang, Jie, Luo, Qiang, Liu, Zening, Yu, Rongjun, Deng, Wei, Wang, Qiang, Ma, Xiaohong, Guo, Wanjun, Francis, Susan, Liddle, Peter, Mayer, Andrew R., Schumann, Gunter, Li, Tao, Feng, Jianfeng, 2015. Voxel-based, brain-wide association study of aberrant functional connectivity in schizophrenia implicates thalamocortical circuitry. npj Schizophrenia, 1 (1)
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Desrivières, Sylvane, Lourdusamy, Anbarasu, Tao, C., Toro, Roberto, Jia, Tianye, Loth, Eva, Medina, Lourdes Martinez, Kepa, Agnieszka, Fernandes, Alinda, Ruggeri, Barbara, Carvalho, F. M., Cocks, Graham, Banaschewski, Tobias, Barker, Gareth J., Bokde, Arun, Büchel, Christian, Conrod, Patricia J., Flores, H., Heinz, Andreas, Gallinat, Ju¨rgen et al (Select to open full list), 2015. Single nucleotide polymorphism in the neuroplastin locus associates with cortical thickness and intellectual ability in adolescents. Molecular Psychiatry, 20, pp. 263-274
- Zhang, J., Kendrick, K. M., Lu, G., Feng, Jianfeng, 2015. The fault lies on the other side : altered brain functional connectivity in psychiatric disorders is mainly caused by counterpart regions in the oppposite hemisphere. Cerebral Cortex, 25 (10), pp. 3475-3486
- Cao, Longlong, Guo, Shuixia, Xue, Zhimin, Hu, Yong, Liu, Haihong, Mwansisya, Tumbwene E., Pu, Weidan, Yang, Bo, Liu, Chang, Feng, Jianfeng, Chen, Eric Y. H., Liu, Zhening, 2014. Aberrant functional connectivity for diagnosis of major depressive disorder : a discriminant analysis. Psychiatry and Clinical Neurosciences, 68 (2), pp. 110-119
- Gong, Xiaohong, Lu, Wenlian, Kendrick, Keith M., Pu, Weidan, Wang, Chunmei, Jin, Li, Lu, Guangmin, Liu, Zhening, Liu, Haihong, Feng, Jianfeng, 2014. A Brain-wide association study of DISC1 genetic variants reveals a relationship with the structure and functional connectivity of the precuneus in schizophrenia. Human Brain Mapping, 35 (11), pp. 5414-5430
- Ge, Tian, Tian, Xiaoying, Kurths, Jürgen, Feng, Jianfeng, Lin, Wei, 2014. Achieving modulated oscillations by feedback control. Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), 90 (2)
- Pu, Weidan, Rolls, Edmund T., Guo, Shuixia, Liu, Haihong, Yu, Yun, Xue, Zhimin, Feng, Jianfeng, Liu, Zhening, 2014. Altered functional connectivity links in neuroleptic-naïve and neuroleptic-treated patients with schizophrenia, and their relation to symptoms including volition. NeuroImage: Clinical, 6, pp. 463-474
- Guo, S., Palaniyappan, L., Yang, B., Liu, Z., Xue, Z., Feng, Jianfeng, 2014. Anatomical distance affects functional connectivity in patients with schizophrenia and their siblings. Schizophrenia Bulletin, 40 (2), pp. 449-459
- Yu, Yuguo, Karbowski, Jan, Sachdev, Robert, Feng, Jianfeng, 2014. Effect of temperature and glia in brain size enlargement and origin of allometric body-brain size scaling in vertebrates. BMC Evolutionary Biology, 14 (1)
- Wang, Zhengge, Zhang, Zhiqiang, Liao, Wei, Xu, Qiang, Zhang, Jie, Lu, Wenlian, Jiao, Qing, Chen, Guanghui, Feng, Jianfeng, Lu, Guangming, 2014. Frequency-dependent amplitude alterations of resting-state spontaneous fluctuations in idiopathic generalized epilepsy. Epilepsy Research, 108 (5), pp. 853-860
- Guo, Shuixia, Kendrick, Keith M., Yu, Rongjun, Wang, Hsiao-Lan Sharon, Feng, Jianfeng, 2014. Key functional circuitry altered in schizophrenia involves parietal regions associated with sense of self. Human Brain Mapping, 35 (1), pp. 123-139
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Loth, Eva, Poline, Jean-Baptiste, Thyreau, Benjamin, Jia, Tianye, Tao, Chenyang, Lourdusamy, Anbarasu, Stacey, David, Cattrell, Anna, Desrivières, Sylvane, Ruggeri, Barbara, Fritsch, Virgile, Banaschewski, Tobias, Barker, Gareth J., Bokde, Arun L.W., Büchel, Christian, Carvalho, Fabiana M., Conrod, Patricia J., Fauth-Buehler, Mira, Flor, Herta, Gallinat, Jürgen et al (Select to open full list), 2014. Oxytocin receptor genotype modulates ventral striatal activity to social cues and response to stressful life events. Biological Psychiatry, 76 (5), pp. 367-376
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Loth, Eva, Poline, Jean-Baptiste, Thyreau, Benjamin, Jia, Tianye, Tao, Chenyang, Lourdusamy, Anbarasu, Stacey, David, Cattrell, Anna, Desrivières, Sylvane, Ruggeri, Barbara, Fritsch, Virgile, Banaschewski, Tobias, Barker, Gareth J., Bokde, Arun L.W., Büchel, Christian, Carvalho, Fabiana M., Conrod, Patricia J., Fauth-Buehler, Mira, Flor, Herta, Gallinat, Jürgen et al (Select to open full list), 2014. Oxytocin receptor genotype modulates ventral striatal activity to social cues and response to stressful life events. Biological Psychiatry, 76 (5), pp. 367-376
- Lu, Wenlian, Feng, Jianfeng, Amari, Shun?ichi, Waxman, David, Prof., 2013. Achieving precise mechanical control in intrinsically noisy systems. New Journal of Physics, 15 (6)
- Guo, Shuixia, Yu, Yun, Zhang, Jie, Feng, Jianfeng, 2013. A reversal coarse-grained analysis with application to an altered functional circuit in depression. Brain and Behavior, 3 (6), pp. 637-648
- Ge, Tian, Luo, Qiang, Grabenhorst, Fabian, Feng, Jianfeng, Rolls, Edmund T., 2013. Attention-dependent modulation of cortical taste circuits revealed by granger causality with signal-dependent noise. PLoS Computational Biology, 9 (10)
- Guo, Shuixia, Kendrick, Keith M., Zhang, Jie, Broome, Matthew R., Yu, Rongjun, Liu, Zhening, Feng, Jianfeng, 2013. Brain-wide functional inter-hemispheric disconnection is a potential biomarker for schizophrenia and distinguishes it from depression. NeuroImage: Clinical, 2, pp. 818-826
- Tao, H., Guo, Shuixia, Ge, Tian, Kendrick, Keith M., Xue, Z., Liu, Zhening, Feng, Jianfeng, 2013. Depression uncouples brain hate circuit. Molecular Psychiatry, Vol.18, pp. 101-111
- Luo, Qiang, Lu, Wenlian, Cheng, Wei, Valdes-Sosa, Pedro A., Wen, Xiaotong, Ding, Mingzhou, Feng, Jianfeng, 2013. Spatio-temporal Granger causality : a new framework. NeuroImage, 79, pp. 241-263
- Yao, Y., Lu, W. L., Xu, B., Li, C. B., Lin, C. P., Waxman, D. (David), Feng, Jianfeng, 2013. The increase of the functional entropy of the human brain with age. Scientific Reports, 3
- Zhang, Xuejuan, Kendrick, Keith M., Zhou, Haifu, Zhan, Yang, Feng, Jianfeng, 2012. A computational study on altered theta-gamma coupling during learning and phase coding. PLoS ONE, Vol.7 (No.6)
- Vavoulis, Dimitrios V., Straub, Volko A., Aston, John A. D., Feng, Jianfeng, 2012. A self-organizing state-space-model approach for parameter estimation in Hodgkin-Huxley-type models of single neurons. PLoS Computational Biology, Vol.8 (No.3)
- Wu, Yu, Lu, Wenlian, Lin, Wei, Leng, Gareth, Feng, Jianfeng, 2012. Bifurcations of emergent bursting in a neuronal network. PLoS ONE, Vol.7 (No.6)
- Ge, Tian, Feng, Jianfeng, Hibar, Derrek P., Thompson, Paul M., Nichols, Thomas E., 2012. Increasing power for voxel-wise genome-wide association studies : the random field theory, least square kernel machines and fast permutation procedures. NeuroImage, Vol.63 (No.2), pp. 858-873
- Cheng, Wei, Ji, Xiaoxi, Zhang, Jie, Feng, Jianfeng, 2012. Individual classification of ADHD patients by integrating multiscale neuroimaging markers and advanced pattern recognition techniques. Frontiers in Systems Neuroscience, Vol.6 (No.58)
- Ge, Tian, Lin, Wei, Feng, Jianfeng, 2012. Invariance principles allowing of non-lyapunov functions for estimating attractor of discrete dynamical systems. IEEE Transactions on Automatic Control, Vol.57 (No.2), pp. 500-505
- Zhang, Jie, Cheng, Wei, Wang, ZhengGe, Zhang, ZhiQiang, Lu, Wenlian, Lu, GuangMing, Feng, Jianfeng, 2012. Pattern classification of large-scale functional brain networks : identification of informative neuroimaging markers for epilepsy. PLoS One, Vol.7 (No.5)
- Forrest, Michael D., Wall, Mark J., Press, Daniel A., Feng, Jianfeng, 2012. The sodium-potassium pump controls the intrinsic firing of the cerebellar Purkinje neuron. PLoS ONE, Vol.7 (No.12)
- Kang, Jing, Ph.D., Xu, Bing, Yao, Ye, Lin, Wei, Hennessy, Conor, Fraser, Peter, Feng, Jianfeng, 2011. A dynamical model reveals gene co-localizations in nucleus. PLoS Computational Biology, Vol.7 (No.7)
- Luo, Qiang, Ge, Tian, Feng, Jianfeng, 2011. Granger causality with signal-dependent noise. Neuroimage, Vol.57 (No.4), pp. 1422-1429
- Kendrick, Keith M., Zhan, Yang, Fischer, Hanno, Nicol, Alister U., Zhang, Xuejuan, Feng, Jianfeng, 2011. Learning alters theta amplitude, theta-gamma coupling and neuronal synchronization in inferotemporal cortex. BMC Neuroscience, Vol.12 (No.55)
- Webb, Tristan J., Rolls, Edmund T., Deco, Gustavo, Feng, Jianfeng, 2011. Noise in attractor networks in the brain produced by graded firing rate representations. PLoS ONE, Vol.6 (No.9)
- Durrant, Simon, Kang, Yanmei, Stocks, Nigel G., Feng, Jianfeng, 2011. Suprathreshold stochastic resonance in neural processing tuned by correlation. Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), Vol.84 (No.1)
- Ma, Huanfei, Xu, Bing, Lin, Wei, Feng, Jianfeng, 2010. Adaptive identification of time delays in nonlinear dynamical models. Physical Review E, 82 (6)
- Rossoni, Enrico, Kang, Jing, Ph.D., Feng, Jianfeng, 2010. Controlling precise movement with stochastic signals. Biological Cybernetics, Vol.102 (No.5), pp. 441-450
- Smerieri, Anteo, Rolls, Edmund T., Feng, Jianfeng, 2010. Decision time, slow inhibition, and theta rhythm. Journal of Neuroscience, The, Vol.30 (No.42), pp. 14173-14181
- Kang, Jing, Ph.D., Robinson, Hugh P. C., Feng, Jianfeng, 2010. Diversity of intrinsic frequency encoding patterns in rat cortical neurons : mechanisms and possible functions. PLoS One, Vol.5 (No.3)
- Zou, Cunlu, Ladroue, Christophe, Guo, Shuixia, Feng, Jianfeng, 2010. Identifying interactions in the time and frequency domains in local and global networks : a Granger causality approach. BMC Bioinformatics, Vol.11
- Lin, Wei, Ma, Huanfei, Feng, Jianfeng, Chen, Guanrong, 2010. Locating unstable periodic orbits: when adaptation integrates into delayed feedback control. Physical Review E (Statistical, Nonlinear, and Soft Matter Physics), Vol.82 (No.4 Part 2)
- Lu, Wenlian, Rossoni, Enrico, Feng, Jianfeng, 2010. On a Gaussian neuronal field model. NeuroImage, Vol.52 (No.3), pp. 913-933
- Zhang, Jie, Zhang, Kai, Feng, Jianfeng, Small, Michael, 2010. Rhythmic dynamics and synchronization via dimensionality reduction : application to human gait. PL o S Computational Biology, Vol.6 (No.12)
- Kang, Jing, Ph.D., Wu, Jianhua, Smerieri, Anteo, Feng, Jianfeng, 2010. Weber's law implies neural discharge more regular than a Poisson process. European Journal of Neuroscience, Vol.31 (No.6), pp. 1006-1018
- Ge, Tian, Kendrick, Keith M., Feng, Jianfeng, 2009. A novel extended Granger Causal model approach demonstrates brain hemispheric differences during face recognition learning. PL o S Computational Biology, Vol.5 (No.11)
- Ladroue, Christophe, Guo, Shuixia, Kendrick, Keith M., Feng, Jianfeng, 2009. Beyond element-wise interactions: identifying complex interactions in biological processes. PLoS One, Vol.4 (No.9)
- Zhan, Yang, Guo, Shuixia, Kendrick, Keith M., Feng, Jianfeng, 2009. Filtering noise for synchronised activity in multi-trial electrophysiology data using Wiener and Kalman filters. Biosystems, Vol.96 (No.1), pp. 1-13
- Zou, Cunlu, Denby, Katherine J., Feng, Jianfeng, 2009. Granger causality vs. dynamic Bayesian network inference: a comparative study. BMC Bioinformatics, Vol.10
- Wu, Jianhua, Sinfield, James Lister, Buchanan-Wollaston, Vicky, Feng, Jianfeng, 2009. Impact of environmental inputs on reverse-engineering approach to network structures. BMC Systems Biology, Vol.3
- Feng, Jianfeng, Yi, Dongyun, Krishna, Ritesh, Guo, Shuixia, Buchanan-Wollaston, Vicky, 2009. Listen to genes : dealing with microarray data in the frequency domain. PL o S One, Vol.4 (No.4)
- Feng, Jianfeng, Shcherbina, Mariya, Tirozzi, Brunello, 2009. Stability of the dynamics of an asymmetric neural network. Communications on Pure and Applied Analysis, Vol.8 (No.2), pp. 655-671
- Ashmole, I., Vavoulis, Dimitris V., Stansfeld, P. J., Mehta, Puja R., Feng, Jianfeng, Sutcliffe, M. J., Stanfield, Peter R., 2009. The response of the tandem pore potassium channel TASK-3 (K2P9.1) to voltage : gating at the cytoplasmic mouth. Journal of Physiology, The, Vol.587, pp. 4769-4783
- Li, Yuanqiang, Namburi, Praneeth, Yu, Zhuliang, Guan, Cuntai, Feng, Jianfeng, Gu, Zhenghui, 2009. Voxel selection in fMRI data analysis based on sparse representation. IEEE Transactions on Biomedical Engineering, Vol.56 (No.10), pp. 2439-2451
- Zhou, Cong, Bowler, Lucas D., Feng, Jianfeng, 2008. A machine learning approach to explore the spectra intensitypattern of peptides using tandem mass spectrometry data. BMC Bioinformatics, Vol.9 (No.325)
- Wu, Jianhua, Liu, Xuguang, Feng, Jianfeng, 2008. Detecting causality between different frequencies. Journal of Neuroscience Methods, 167 (2), pp. 367-375
- Feng, Jianfeng, Shcherbina, Mariya, Tirozzi, Brunello, 2008. Dynamical behaviour of a large complex system. Communications on Pure and Applied Analysis, Vol.7 (No.2), pp. 249-265
- Qian, Min, Zhang, Xuejuan, Wilson, Roland, Feng, Jianfeng, 2008. Efficiency of Brownian motors in terms of entropy production rate. Europhysics Letters (EPL), Vol.84 (No.1)
- Rossoni, Enrico, Feng, Jianfeng, Tirozzi, Brunello, Brown, David, Leng, G. (Gareth), Moos, François, 2008. Emergent synchronous bursting of oxytocin neuronal network. PL o S Computational Biology, Vol.4 (No.7)
- Guo, Shuixia, Seth, Anil K., Kendrick, Keith M., Zhou, Cong, Feng, Jianfeng, 2008. Partial Granger causality - eliminating exogenous inputs and latent variables. Journal of Neuroscience Methods, 172 (1), pp. 79-93
- Nikitin, Eugeny S., Vavoulis, Dimitris V., Kemenes, Ildiko, Marra, Vincenzo, Pirger, Zsolt, Michel, Maximilian, Feng, Jianfeng, O'Shea, Michael, Benjamin, Paul R., Kemenes, Gyoergy, 2008. Persistent sodium current is a nonsynaptic substrate for long-term associative memory. Current Biology, Vol.18 (No.16), pp. 1221-1226
- Rowcliffe, Phill, Feng, Jianfeng, 2008. Training spiking neuronal networks with applications in engineering tasks. IEEE Transactions on Neural Networks, Vol.19 (No.9), pp. 1626-1640
- Guo, Shuixia, Wu, Jianhua, Ding, Mingzhou, Feng, Jianfeng, 2008. Uncovering interactions in the frequency domain. P L o S Computational Biology, Vol.4 (No.5)
- Williams, Peter, Li, Sheng, Feng, Jianfeng, Wu, Si, 2007. A geometrical method to improve performance of the support vector machine. IEEE Transactions on Neural Networks, Vol.18 (No.3), pp. 942-947
- Wu, Jianhua, Kendrick, Keith M., Feng, Jianfeng, 2007. A novel approach to detect hot-spots in large-scale multivariate data. BMC Bioinformatics, Vol.8 (No.331)
- Vavoulis, Dimitris V., Nikitin, Eugeny S., Feng, Jianfeng, Benjamin, Paul R., Kemenes, György, 2007. Computational model of a modulatory cell type in the feedingnetwork of the snail, Lymnaea stagnalis. BMC Neuroscience, 8 (Supplement 2)
- Rossoni, Enrico, Feng, Jianfeng, 2007. Decoding spike train ensembles : tracking a moving stimulus. Biological Cybernetics, 96 (1), pp. 99-112
- Wu, Jianhua, Kendrick, Keith, Feng, Jianfeng, 2007. Detecting correlation changes in electrophysiological data. Journal of Neuroscience Methods, Vol.161 (No.1), pp. 155-165
- Huang, Chuangxia, Huang, Lihong, Feng, Jianfeng, Nai, Mingyong, He, Yigang, 2007. Hopf bifurcation analysis for a two-neuron network with four delays. Chaos, Solitons & Fractals, 34 (3), pp. 795-812
- Feng, Jianfeng, Shcherbina, M., Tirozzi, B., You, G. Q., 2007. Optimal movement control models of Langevin and Hamiltonian types. Mathematical and Computer Modelling, Vol.46 (No.5-6), pp. 680-698
- Wang, S., Chen, Y., Ding, M., Feng, Jianfeng, Stein, J. F., Aziz, T. Z., Liu, X., 2007. Revealing the dynamic causal interdependence between neural and muscular signals in Parkinsonian tremor. Journal of the Franklin Institute, Vol.344 (No.3-4), pp. 180-195
- Horton, P. M., Nicol, A. U., Kendrick, K. M., Feng, Jianfeng, 2007. Spike sorting based upon machine learning algorithms (SOMA). Journal of Neuroscience Methods, Vol.160 (No.1), pp. 52-68
- Zhan, Yang, Halliday, David, Jiang, Ping, Liu, Xuguang, Feng, Jianfeng, 2006. Detecting time-dependent coherence between non-stationary electrophysiological signals - A combined statistical and time-frequency approach. Journal of Neuroscience Methods, Vol.156 (No.1-2), pp. 322-332
- Feng, Jianfeng, Deng, Yingchun, Rosonni, Enrico, 2006. Dynamics of moment neuronal networks. Physical Review E, 73 (4 Part 1)
- Xiang, Xuyan, Yang, Xiangqun, Deng, Yingchun, Feng, Jianfeng, 2006. Identifying transition rates of ionic channels of star-graph branch type. Journal of Physics A: Mathematical and General, 39 (30), pp. 9477-9491
- Durrant, Simon, Feng, Jianfeng, 2006. Negatively correlated firing: the functional meaning of lateral inhibition within cortical columns. BIOLOGICAL CYBERNETICS, 95 (5), pp. 431-453
- Gaillard, Benoit, Buxton, H., Feng, Jianfeng, 2006. Population approach to a neural discrimination task. Biological Cybernetics, Vol.94 (No.3), pp. 180-191
- He, Xiangnan, Lu, Wenlian, Feng, Jianfeng, 2013. Neuronal synfire chain via moment neuronal network approach. In Hirose , Akira; Hou , Zeng-Guang; Kil , Rhee Man (eds.), Neural Information Processing, Berlin Heidelberg, Springer, pp. 191-198
- Du, Liang, Tan, Jingang, Xue, Xiangyang, Chen, Lili, Wen, Hongkai, Feng, Jianfeng, Li, Jiamao, Zhang, Xiaolin, 2020. 3DCFS : Fast and robust joint 3D semantic-instance segmentation via coupled feature selection. IEEE International Conference on Robotics and Automaion, Paris, France, 31 May - 4 Jun 2020, Published in 2020 IEEE International Conference on Robotics and Automation (ICRA)
- Wu, Kai, Du, Bowen, Luo, Man, Wen, Hongkai, Shen, Yiran, Feng, Jianfeng, 2019. Weakly supervised brain lesion segmentation via attentional representation learning. 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, Shenzhen, China, 13-17 Oct 2019, Published in Medical Image Computing and Computer Assisted Intervention ? MICCAI 2019
- Zhang, Xuejuan, Leng, Gareth, Feng, Jianfeng, 2010. Coherent peptide-mediated activity in a neuronal network controlled by subcellular signaling pathway: Experiments and modeling. 11th International Conference on Molecular Systems Biology (ICMSB09), Shanghai, People's Republic of China, June, 2009, Published in Journal of Biotechnology, pp. 215-225
- Feng, Jianfeng, Deng, Yingchun, Rossoni, Enrico, 2007. Moment neuronal networks : stochastic computation in neuronal systems. Conference on Noise and Fluctuations in Biological, Biophysical, and Biomedical Systems, Florence, Italy, 21-23 May 2007, Published in Noise and Fluctuations in Biological, Biophysical, and Biomedical Systems, pp. E6021-E6021
- Wu, Si, Feng, Jianfeng, Amari, Shun-ichi, 2006. The ideal noisy environment for fast neural computation. 3rd International Symposium on Neural Networks (ISSN 2006), Chengdu, PEOPLES R CHINA, MAY 28-31, 2006, Published in ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, pp. 1-6
- Zhang, Xuejuan, You, Gongqiang, Chen, Tianping, Feng, Jianfeng, 2009. Maximum likelihood decoding of neuronal inputs from an interspike interval distribution. Neural Computation, MIT Press, pp. 3079-3105
- Rowcliffe, P., Feng, Jianfeng, Buxton, H., 2006. Spiking perceptrons. IEEE Transactions on Neural Networks, IEEE, pp. 803-807
| Title | Funder | Award start | Award end |
|---|---|---|---|
| Capacity Building in Complexity Science - DTC Proposal | EPSRC | 01 Oct 2006 | 08 Sep 2017 |
| Bridging the gap between fMRI and Genome-wide data with applications in diseases - Wolfson Research Merit Award | Royal Society | 01 Aug 2011 | 31 Jul 2016 |
| Marie Curie IIF for Wenlian Lu: IAfBG | European Commission | 01 Jun 2012 | 31 May 2014 |
| GCHQ project | Government Communications Headquarters | 01 Feb 2011 | 31 Jan 2012 |
| Warwick Symposium 2008/9 - Challenge in Scientific Computing | EPSRC | 01 Sep 2008 | 31 Aug 2011 |
| Warwick Symposium 2008/9 - Challenge in Scientific Computing | EPSRC | 01 Sep 2008 | 31 Aug 2011 |
| BION: Synthetic Pathways To Bio-Inspired Information Processing | EU | 01 Apr 2008 | 31 Mar 2011 |
| Carmen: code analysis, repository and modelling for e-neuroscience. | EPSRC | 01 Oct 2006 | 30 Sep 2010 |
| Amendment 4 to CA for CARMEN: Code Analysis, Repository and Modelling for e-Neuroscience | University of Newcastle | 01 Jul 2008 | 30 Sep 2009 |
| Contract Amendment - CARMEN - Code Analysis, Repository and Modelling for e-Neuroscience | University of Newcastle | 01 Jul 2008 | 30 Jun 2009 |
| Dynamical Properties of networks with Random Interactions, with Applications to Neuroscience | EPSRC | 01 Nov 2005 | 31 Mar 2008 |
| Dealing with in-vivo multi electrode array data | BBSRC | 01 Sep 2006 | 30 Nov 2007 |
| Scaling up neuroscience - Analysis of multi-electrode array data | EPSRC | 01 Nov 2004 | 31 Oct 2007 |