NSTL国家科技图书文献中心

1. Convolutional neural network models of Ⅵ responses to complex patterns SCOPUS Scopus数据库 SCIE Web of Science核心 NSTL国家科技图书文献中心

Zhang, Yimeng | Lee, Tai Sing ... - 《Journal of computational neuroscience》 - 2019,46(1) - 33～54 - 共22页 - 被引量：21

摘要：In this study, we evaluated the convolutional neural network (CNN) method for modeling V1 neurons of awake macaque monkeys in response to a large set of complex pattern stimuli. CNN models outperforme...

关键词： Convolutional neural network | V1 | Nonlinear regression | System identification

2. Neural Correlate of Visual Familiarity in Macaque Area V2 SCOPUS Scopus数据库 SCIE Web of Science核心 NSTL国家科技图书文献中心

Huang, Ge | Ramachandran, Suchit...... - 《The Journal of Neuroscience: The Official Journal of the Society for Neuroscience》 - 2018,38(42) - 8967～8975 - 共9页 - 被引量：8

摘要：Neurons in macaque inferotemporal cortex (ITC) respond less strongly to familiar than to novel images. It is commonly assumed that this effect arises within ITC because its neurons respond selectively...

关键词： familiarity | macaque | suppression | V2

3. Relating functional connectivity in V1 neural circuits and 3D natural scenes using Boltzmann machines SCIE Web of Science核心 SCOPUS Scopus数据库 NSTL国家科技图书文献中心

Zhang, Yimeng | Li, Xiong ... - 《Vision Research: An International Journal in Visual Science》 - 2016,120 - 121～131 - 共11页 - 被引量：2

摘要：Bayesian theory has provided a compelling conceptualization for perceptual inference in the brain. Central to Bayesian inference is the notion of statistical priors. To understand the neural mechanism...

关键词： Visual cortex | Association field | Binocular disparity | Scene statistics | Functional connectivity

4. The Visual System's Internal Model of the World SCOPUS Scopus数据库 SCIE Web of Science核心 NSTL国家科技图书文献中心

Lee, Tai Sing - 《Proceedings of the IEEE》 - 2015,103(8) - 1359～1378 - 共20页 - 被引量：11

摘要：The Bayesian paradigm has provided a useful conceptual theory for understanding perceptual computation in the brain. While the detailed neural mechanisms of Bayesian inference are not fully understood...

关键词： Bayesian inference | computational theories | hierarchical model | internal models | neural circuits | visual cortex

5. Stochastic feature mapping for PAC-Bayes classification SCOPUS Scopus数据库 SCIE Web of Science核心 NSTL国家科技图书文献中心

Li, Xiong | Wang, Bin ... - 《Machine learning》 - 2015,101(1/3) - 5～33 - 共29页 - 被引量：2

摘要：Hidden information derived from probabilistic generative models of data distributions can be used to construct features for discriminative classifiers. This observation has motivated the development o...

关键词： Stochastic feature mapping | PAC-Bayes generalization bound | Hybrid generative-discriminative classification

6. Development of Natural Scene Representation in Primary Visual Cortex Requires Early Postnatal Experience SCIE Web of Science核心 SCOPUS Scopus数据库 NSTL国家科技图书文献中心

Kowalewski, Nina N. | Kauttonen, Janne ... - 《Current Biology: CB》 - 2021,31(2) - 369～+ - 共17页 - 被引量：5

摘要：The development of the visual system is known to be shaped by early-life experience. To identify response properties that contribute to enhanced natural scene representation, we performed calcium imag...

7. Long-Term Two-Photon Imaging in Awake Macaque Monkey SCOPUS Scopus数据库 SCIE Web of Science核心 NSTL国家科技图书文献中心

Li, Ming | Liu, Fang ... - 《Neuron》 - 2017,93(5) - 1049～1057 - 共12页 - 被引量：62

摘要：Successful application of two-photon imaging with genetic tools in awake macaque monkeys will enable fundamental advances in our understanding of higher cognitive function at the level of molecular an...

8. Hybrid generative-discriminative classification using posterior divergence NSTL国家科技图书文献中心

Li, Xiong | Lee, Tai Sing ... - 《2011 IEEE Conference on Computer Vision and Pattern Recognition: CVPR 2011, Colorado Springs, Colorado, USA, 20-25 June 2011, pages 1-872, [v.1]》 - IEEE Conference on Computer Vision and Pattern Recognition - 2011, - 2713～2720 - 共8页

摘要：Integrating generative models and discriminative models in a hybrid scheme has shown some success in recognition tasks. In such scheme, generative models are used to derive feature maps for outputting...

NSTL主题词： divergence | Divergence | Divergence | divergence | HYBRID | Hybrid electric vehicles

9. Complexity and diversity in sparse code priors improve receptive field characterization of Macaque V1 neurons

Wu, Ziniu | Rockwell, Harold ... - 《plos computational biology》 - 2021,17(10) - 共21页

摘要：System identification techniques-projection pursuit regression models (PPRs) and convolutional neural networks (CNNs)-provide state-of-the-art performance in predicting visual cortical neurons' respon...

关键词： VISUAL-CORTEX | FUNCTIONAL ARCHITECTURE | SHAPE REPRESENTATION | SPATIAL STRUCTURE | RESPONSES | MODELS | SELECTIVITY

10. Complementary congruent and opposite neurons achieve concurrent multisensory integration and segregation

Zhang, Wen-Hao | Wang, He ... - 《eLife journal》 - 2019,8 - 共33页 - 被引量：13

摘要：Our brain perceives the world by exploiting multisensory cues to extract information about various aspects of external stimuli. The sensory cues from the same stimulus should be integrated to improve ...