SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks von Zenke, Friedemann, Ganguli, Surya

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Embodied intelligence via learning and evolution von Gupta, Agrim, Savarese, Silvio, Ganguli, Surya, Fei-Fei, Li

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On simplicity and complexity in the brave new world of large-scale neuroscience von Gao, Peiran, Ganguli, Surya

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Compressed Sensing, Sparsity, and Dimensionality in Neuronal Information Processing and Data Analysis von GANGULI, Surya, SOMPOLINSKY, Haim

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Cortical layer–specific critical dynamics triggering perception von Marshel, James H., Kim, Yoon Seok, Machado, Timothy A., Quirin, Sean, Benson, Brandon, Kadmon, Jonathan, Raja, Cephra, Chibukhchyan, Adelaida, Ramakrishnan, Charu, Inoue, Masatoshi, Shane, Janelle C., McKnight, Douglas J., Yoshizawa, Susumu, Kato, Hideaki E., Ganguli, Surya, Deisseroth, Karl

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A mathematical theory of semantic development in deep neural networks von Saxe, Andrew M., McClelland, James L., Ganguli, Surya

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Statistical Mechanics of Optimal Convex Inference in High Dimensions von Advani, Madhu, Ganguli, Surya

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Statistical Mechanics of Deep Learning von Bahri, Yasaman, Kadmon, Jonathan, Pennington, Jeffrey, Schoenholz, Sam S, Sohl-Dickstein, Jascha, Ganguli, Surya

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Shared Cortex-Cerebellum Dynamics in the Execution and Learning of a Motor Task von Wagner, Mark J., Kim, Tony Hyun, Kadmon, Jonathan, Nguyen, Nghia D., Ganguli, Surya, Schnitzer, Mark J., Luo, Liqun

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Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis von Williams, Alex H., Kim, Tony Hyun, Wang, Forea, Vyas, Saurabh, Ryu, Stephen I., Shenoy, Krishna V., Schnitzer, Mark, Kolda, Tamara G., Ganguli, Surya

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Memory traces in dynamical systems von Ganguli, Surya, Huh, Dongsung, Sompolinsky, Haim

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Catalyzing next-generation Artificial Intelligence through NeuroAI von Zador, Anthony, Escola, Sean, Richards, Blake, Ölveczky, Bence, Bengio, Yoshua, Boahen, Kwabena, Botvinick, Matthew, Chklovskii, Dmitri, Churchland, Anne, Clopath, Claudia, DiCarlo, James, Ganguli, Surya, Hawkins, Jeff, Körding, Konrad, Koulakov, Alexei, LeCun, Yann, Lillicrap, Timothy, Marblestone, Adam, Olshausen, Bruno, Pouget, Alexandre, Savin, Cristina, Sejnowski, Terrence, Simoncelli, Eero, Solla, Sara, Sussillo, David, Tolias, Andreas S., Tsao, Doris

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Fundamental bounds on the fidelity of sensory cortical coding von Rumyantsev, Oleg I., Lecoq, Jérôme A., Hernandez, Oscar, Zhang, Yanping, Savall, Joan, Chrapkiewicz, Radosław, Li, Jane, Zeng, Hongkui, Ganguli, Surya, Schnitzer, Mark J.

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Geometric Landscape Annealing as an Optimization Principle Underlying the Coherent Ising Machine von Yamamura, Atsushi, Mabuchi, Hideo, Ganguli, Surya

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Optimal noise level for coding with tightly balanced networks of spiking neurons in the presence of transmission delays von Timcheck, Jonathan, Kadmon, Jonathan, Boahen, Kwabena, Ganguli, Surya

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Social Control of Hypothalamus-Mediated Male Aggression von Yang, Taehong, Yang, Cindy F., Chizari, M. Delara, Maheswaranathan, Niru, Burke, Kenneth J., Borius, Maxim, Inoue, Sayaka, Chiang, Michael C., Bender, Kevin J., Ganguli, Surya, Shah, Nirao M.

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Entanglement and Replica Symmetry Breaking in a Driven-Dissipative Quantum Spin Glass von Marsh, Brendan P., Kroeze, Ronen M., Ganguli, Surya, Gopalakrishnan, Sarang, Keeling, Jonathan, Lev, Benjamin L.

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Enhancing Associative Memory Recall and Storage Capacity Using Confocal Cavity QED von Marsh, Brendan P., Guo, Yudan, Kroeze, Ronen M., Gopalakrishnan, Sarang, Ganguli, Surya, Keeling, Jonathan, Lev, Benjamin L.

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Statistical mechanics of compressed sensing von Ganguli, Surya, Sompolinsky, Haim

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Synaptic balancing: A biologically plausible local learning rule that provably increases neural network noise robustness without sacrificing task performance von Stock, Christopher H, Harvey, Sarah E, Ocko, Samuel A, Ganguli, Surya

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