From the bioRxiv: A Selection of Recently Posted Papers from SCGB Investigators and Others
Phasic activation of dorsal raphe serotonergic neurons increases pupil-linked arousal
Fanny Cazettes, Davide Reato, João P. Morais, Alfonso Renart, Zachary F. Mainen
bioRxiv posted 27 June 2020
Amplitude modulations of sensory responses, and deviations from Weber’s Law in pulsatile evidence accumulation
Sue Ann Koay, Stephan Y. Thiberge, Carlos D. Brody, David W. Tank
bioRxiv posted 25 June 2020
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal neurons
Irina Higgins, Le Chang, Victoria Langston, Demis Hassabis, Christopher Summerfield, Doris Tsao, Matthew Botvinick
arXiv posted 25 June 2020
Predictive coding in balanced neural networks with noise, chaos and delays
Jonathan Kadmon, Jonathan Timcheck, Surya Ganguli
arXiv posted 25 June 2020
Pruning neural networks without any data by iteratively conserving synaptic flow
Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli
arXiv posted 25 June 2020
Learning Physical Graph Representations from Visual Scenes
Daniel M. Bear, Chaofei Fan, Damian Mrowca, Yunzhu Li, Seth Alter, Aran Nayebi, Jeremy Schwartz, Li Fei-Fei, Jiajun Wu, Joshua B. Tenenbaum, Daniel L.K. Yamins
arXiv posted 22 June 2020
Principles for coding associative memories in a compact neural network
Christian Pritz, Eyal Itskovits, Eduard Bokman, Rotem Ruach, Vladimir Gritsenko, Tal Nelken, Mai Menasherof, Aharon Azulay, and Alon Zaslaver
bioRxiv posted 21 June 2020
Collective Learning by Ensembles of Altruistic Diversifying Neural Networks
Benjamin Brazowski, Elad Schneidman
arXiv posted 20 June 2020
Learning efficient task-dependent representations with synaptic plasticity
Colin Bredenberg, Eero P. Simoncelli, Cristina Savin
bioRxiv posted 20 June 2020
Unsupervised Neural Network Models of the Ventral Visual Stream
Chengxu Zhuang, Siming Yan, Aran Nayebi, Martin Schrimpf, Michael Frank, James DiCarlo, and Daniel Yamins
bioRxiv posted 18 June 2020
The sensorimotor strategies and neuronal representations of tactile shape discrimination in mice
Chris C Rodgers, Ramon Nogueira, B Christina Pil, Esther A Greeman, Stefano Fusi, and Randy M Bruno
bioRxiv posted 16 June 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
Joel Dapello, Tiago Marques, Martin Schrimpf, Franziska Geiger, David D Cox, and James J DiCarlo
bioRxiv posted 17 June 2020
A neural circuit mechanism of categorical perception: top-down signaling in the primate cortex
Bin Min, Daniel P Bliss, Arup Sarma, David J Freedman, and Xiao-Jing Wang
bioRxiv posted 15 June 2020
Robust coding with spiking networks: a geometric perspective
Nuno Calaim, Florian Alexander Dehmelt, Pedro J. Goncalves, and Christian K. Machens
bioRxiv posted 15 June 2020
Efficient population coding depends on stimulus convergence and source of noise
Kai Roeth, Shuai Shao, and Julijana Gjorgjieva
bioRxiv posted 15 June 2020
Untangling stability and gain modulation in cortical circuits with multiple interneuron classes
Hannah Bos, Anne-Marie Oswald, and Brent Doiron
bioRxiv posted 15 June 2020
High-contrast “gaudy” images improve the training of deep neural network models of visual cortex
Benjamin R. Cowley, Jonathan W. Pillow
arXiv posted 25 June 2020
Manifold GPLVMs for discovering non-Euclidean latent structure in neural data
Kristopher T. Jensen, Ta-Chu Kao, Marco Tripodi, Guillaume Hennequin
arXiv posted 12 June 2020
Reverse-engineering Recurrent Neural Network solutions to a hierarchical inference task for mice
Rylan Schaeffer, Mikail Khona, Leenoy Meshulam, International Brain Laboratory, and Ila Rani Fiete
bioRxiv posted 12 June 2020 doi:10.1101/2020.06.09.142745
Neuroscience Cloud Analysis As a Service
Taiga Abe, Ian Kinsella, Shreya Saxena, Liam Paninski, and John P. Cunningham
bioRxiv posted 12 June 2020
Learning the synaptic and intrinsic membrane dynamics underlying working memory in spiking neural network models
Yinghao Li, Robert Kim, and Terrence J Sejnowski
bioRxiv posted 12 June 2020
Generation of Rapid Sequences by Motor Cortex
Andrew J Zimnik and Mark M Churchland
bioRxiv posted 10 June 2020
Spatiotemporal structure of sensory-evoked and spontaneous activity revealed by mesoscale imaging in anesthetized and awake mice
Navvab Afrashteh, Samsoon Inayat, Edgar Bermudez Contreras, Artur Luczak, Bruce L McNaughton, and Majid H Mohajerani
bioRxiv posted 10 June 2020
Multiple types of navigational information is diffusely and independently encoded in the population activities of the dentate gyrus neurons
Tomoyuki Murano, Ryuichi Nakajima, Akito Nakao, Nao Hirata, Satoko Amemori, Akira Murakami, Yukiyasu Kamitani, Jun Yamamoto, and Tsuyoshi Miyakawa
bioRxiv posted 9 June 2020
Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
Franziska Geiger, Martin Schrimpf, Tiago Marques and James DiCarlo
bioRxiv. posted 8 June 2020
What computational model provides the best explanation of face representations in the primate brain?
Le Chang, Bernhard Egger, Thomas Vetter, and Doris Tsao
bioRxiv posted 8 June 2020
Equations governing dynamics of excitation and inhibition in the mouse corticothalamic network
I-Chun Lin, Michael Okun, Matteo Carandini, and Kenneth D Harris
bioRxiv posted 4 June 2020
A geometry of spike sequences: Fast, unsupervised discovery of high-dimensional neural spiking patterns based on optimal transport theory
Boris Sotomayor-Gomez, Francesco P Battaglia, and Martin Vinck
bioRxiv posted 4 June 2020
Neuronal activity in sensory cortex predicts the specificity of learning.
Katherine C Wood, Christopher F Angeloni, Karmi Oxman, Claudia Clopath, and Maria Neimark Geffen
bioRxiv posted 3 June 2020
Miniaturized head-mounted device for whole cortex mesoscale imaging in freely behaving mice
Mathew L Rynes, Daniel Surinach, Samantha Linn, Micheal Laroque, Vijay Rajendran, Judith Dominguez, Orestes Hadjistamolou, Zahra S Navabi, Leila Ghanbari, Gregory L Johnson, Mojtaba Nazari, Majid Mohajerani, and Suhasa B Kodandaramaiah
bioRxiv posted 28 May 2020
