Evolving images for visual neurons using a deep generative network reveals coding principles and neuronal preferences
Ponce, Carlos R., Xiao, Will, Schade, Peter F., Hartmann, Till S., Kreiman, Gabriel, Livingstone, Margaret S.·2019·Cell
Cited by (245)
Items 201–245 of 245
- Identifying and interpreting tuning dimensions in deep networks.Nolan Dey, Jacob Taylor, Bryan Tripp, Alexander M. Wong, Graham W. Taylor · 2020 · arXiv (Cornell University)
- Invariant Object Representation Based on Principle of Maximal Dependence CapturingRishabh Raj, Dar Dahlen, Kyle Duyck, C. Ron Yu · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
- Visual neuroscience in the age of big data and artificial intelligenceKohitij Kar · 2021 · Elsevier eBooks
- Mind-Media System: A Consumer-Grade Brain-Computer Interface System for Media ApplicationsChang Liu, Yijie Zhou, Dingguo Yu · 2022 · Smart innovation, systems and technologies
- Insight into the Neuron’s InsightArash Afraz · 2019 · Cell
- Faculty Opinions recommendation of Direct fit to nature: an evolutionary perspective on biological and artificial neural networks.Noam E. Ziv · 2021 · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
- Face neurons and super-normal stimuli: A window into visual processingSiddhant Bhalla · 2022 · Journal of Biosciences
- Learning Realistic Patterns from Visually Unrealistic Stimuli: Generalization and Data Anonymization (Extended Abstract)Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy et al. · 2022 · International Joint Conference on Artificial Intelligence
- 脳をくすぐるアートYukiyasu Kamitani · 2023 · Denshi Jouhou Tsuushin Gakkai Tsuushin Sosaieti magajin/B-plus/Denshi Jouhou Tsuushin Gakkai Tsuushin Sosaeti magajin
- Understanding how visual information is represented in humans and machinesKshitij Dwivedi · 2022
- A Visually Inspired Computational Model for Recognition of Optic FlowXiumin Li, Wanyan Lin, Hao Yi, Lei Wang, Jiawei Chen · 2023 · Mathematics
- Artificial Intelligence in NeuroscienceWill Xiao, Mengmi Zhang, Gabriel Kreiman · 2024 · Cambridge University Press eBooks
- Fine-grained neural coding of bodies and body parts in human visual cortexJesus Garcia Ramirez, Michaël Vanhoyland, N. Apurva Ratan Murty, Thomas Decramer, Wim Van Paesschen, Stefania Bracci, Hans Op de Beeck, Nancy Kanwisher, Peter Janssen, Tom Theys · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
- Cortical face processing systemsGalit Yovel, Brad Duchaine, Winrich A. Freiwald · 2024 · Elsevier eBooks
- Neural Dynamics of Object Manifold Alignment in the Ventral StreamBinxu Wang, Carlos R. Ponce · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
- The representational geometry of naturalistic textures in macaque V1 and V2Abhimanyu Pavuluri, Adam Kohn · 2026 · iScience
- Deep Sound Synthesis Reveals Novel Category-Defining Sound Features in the Human Auditory CortexLidongsheng Xing, Elia Formisano, Lars Riecke · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Using Generative Models of Naturalistic Scenes to Sample Neural Population Tuning ManifoldsHayden Scott, Allison J. Murphy, Farran Briggs, Adam C. Snyder · 2025 · European Journal of Neuroscience
- Movie-trained transformer reveals novel response properties to dynamic stimuli in mouse visual cortexBryan M. Li, Wolf De Wulf, Danai Katsanevaki, Arno Onken, Nathalie L. Rochefort · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Optimal hearing aid design through restoration of the neural codeFotios Drakopoulos, Lloyd Pellatt, Shievanie Sabesan, Yiqing Xia, Tingchen Gong, A. Fragner, Nicholas A. Lesica · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Deep learning-driven characterization of single cell tuning in primate visual area V4 supports topological organizationKonstantin F. Willeke, Kelli Restivo, Katrin Franke, Arne Nix, Santiago A. Cadena, Tori Shinn, Cate Nealley, Gabrielle Rodriguez, Saumil Surendra Patel, Alexander S. Ecker et al. · 2026 · eLife
- Individual differences in artificial neural networks capture individual differences in human behaviorHerrick Fung, N. Apurva Ratan Murty, Dobromir Rahnev · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Single neuron responses in NCL, MVL, and Wulst during the observation of videos of conspecifics support population feature codingSara Santos Silva, Daniela Bühn, Paxton Hall, William Clark, Jonas Rose, Michael Colombo · 2026 · Frontiers in Behavioral Neuroscience
- Online characterization of the retinal networkBaptiste Lefebvre · 2020
- The functional organization of retinal input to the mouse superior colliculusYongrong Qiu, Lisa Schmors, Na Zhou, Mels Akhmetali, Dominic Gonschorek, Cameron Smith, Anton Sumser, Marie Vallens, Cathryn René Cadwell, Fabrizio Gabbiani et al. · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Enhanced processing of cartoons in infant visual cortexTristan S. Yates, Ariadne Letrou, Juliana E. Trach, Lillian Behm, Dawoon Choi, Cameron Thomas Ellis, Nicholas B. Turk‐Browne · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- An image-computable characterization of the non-conditioned linkage of visual drive and valence in the primate amygdalaAlina S Peter, GwangSu Kim, James J. DiCarlo · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Inhibition benefits neural system identificationYuyao Deng, Zhuokun Ding, Jiakun Fu, Jonathan Oesterle, Andreas Savas Tolias, Thomas Euler, Yongrong Qiu · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Synthetic image evolution for affective scienceDarius Valevicius, Celine Haddad, Gurgen A. Soghoyan, Aurelio Cortese, Vincent Taschereau‐Dumouchel · 2026 · Psychiatry and Clinical Neurosciences
- Quantifying the research convergence of optimized generative adversarial networks with genetic algorithm using scientometric review analysisBasil Hanafi, M. Ali · 2026 · Discover Informatics
- Ecological Vision Hypothesis: Training Deep Neural Networks for Robustness and Human AlignmentFrank Tong, Hojin Jang · 2026 · Annual Review of Vision Science
- Meaning-based guidance of attention in rhesus monkeys during naturalistic scene viewingOrhan Soyuhos, Taylor R. Hayes, Wenqing Hu, Taylor P. Hamel, Brinda Nishith Sevak, John M. Henderson, Xiaomo Chen · 2026 · eLife
- Meaning-based guidance of attention in rhesus monkeys during naturalistic scene viewingOrhan Soyuhos, Taylor R. Hayes, Wenqing Hu, Taylor P. Hamel, Brinda Nishith Sevak, John M. Henderson, Xiaomo Chen · 2026 · eLife
- Closed-loop optimization of a high-dimensional generative latent space for rhythmic visual responseJesse A. Livezey, Yaqing Su, Stephanie Wolfer, Abigaïl Ingster, David Klein, Adam Hanina · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Mass-produced science is coming. What happens to scientists?Kenneth Harris · 2026 · The Transmitter
- Parametric neural control differentiates top neural network models of primate visual cortexJacob S. Prince, Binxu Wang, Thomas Fel, Akshay V. Jagadeesh, Parisa A. Vaziri, George A. Alvarez, Margaret S. Livingstone, Talia Konkle · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Narrowing the gap between analytically convenient and naturalistic stimuliJonathan D. Victor · 2026 · Journal of Vision
- Alphaviruses: Molecular and Epidemiological InsightsPushkar Tatiya, Debajit Dey · 2026 · Springer eBooks
- Preferred visual experiences provide intuitive descriptions of the functional properties of the cortical navigation networkTianjiao Zhang, Cheol Jun Cho, Jack L. Gallant · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Theta synchronization coordinates ventral temporal and medial temporal coding of human face familiarityYilin Li, Jie Zhang, Yue Wang, Hohyun Cho, Peter Brunner, Jasmine Thum, Jon Timothy Willie, Runnan Cao, Shuo Wang · 2026 · Cell Reports
- Analytic and Learned Information Gain for Adaptive Experimental Design in Neural Network ModelsPengyu Zhu, Kechen Zhang · 2026 · SSRN Electronic Journal
- A hippocampal digital Twin reveals latent structure in freely flying batsAdam S. Lowet, Yongrong Qiu, Angelo Forli, Krishna Chaitanya Kasuba, Lin Yang, Andreas Savas Tolias, Michael M. Yartsev · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Braintree: An agentic framework for in-silico vision neuroscienceMainak Deb, Ruolin Wang, Alish Dipani, N. Apurva Ratan Murty · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- From a surgeon's stroke to a third hemisphere—The auxilium architecture for brain restoration and extensionMijail Demian Serruya · 2026 · Frontiers in Human Neuroscience
- The multi-scale geometry of neural encodingSimone Azeglio, Steeve Laquitaine, Arianna Di Bernardo, Ulisse Ferrari, Matthew Chalk · 2026 · bioRxiv (Cold Spring Harbor Laboratory)