2023

Ehret, Benjamin and Boehringer, Roman and Amadei, Elizabeth A. and Cervera, Maria R. and Henning, Christian and Galgali, Aniruddh and Mante, Valerio and Grewe, Benjamin F. Population-level neural correlates of flexible avoidance learning in medial prefrontal cortex, bioRxiv, 2023
Galgali, Aniruddh R. and Sahani, Maneesh and Mante, Valerio Residual dynamics resolves recurrent contributions to neural computation, Nature Neuroscience 326-338, 2023
Soldado-Magraner, Joana and Mante, Valerio and Sahani, Maneesh Inferring context-dependent computations through linear approximations of prefrontal cortex dynamics, bioRxiv, 2023
Timo Flesch, Valerio Mante, William Newsome, Andrew Saxe, Christopher Summerfield, David Sussillo Are task representations gated in macaque prefrontal cortex?, arXiv, 2023

2022

Calangiu, Ioana and Kollmorgen, Sepp and Reppas, John and Mante, Valerio Primate pre-arcuate cortex actively maintains persistent representations of saccades from plans to outcomes, 2022
Markus Marks, Qiuhan Jin, Oliver Sturman, Lukas von Ziegler, Sepp Kollmorgen, Wolfger von der Behrens, Valerio Mante, Johannes Bohacek & Mehmet Fatih Yanik Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments, Nature Machine Intelligence , 4: 331-340, 2022
Pagan, Marino and Tang, Vincent D and Aoi, Mikio C. and Pillow, Jonathan W. and Mante, Valerio and Sussillo, David and Brody, Carlos D. A new theoretical framework jointly explains behavioral and neural variability across subjects performing flexible decision-making, 2022
Renate Krause, Matthew Cook, Sepp Kollmorgen, Valerio Mante, Giacomo Indiveri Operative dimensions in unconstrained connectivity of recurrent neural networks, Conference on neural information processing systems (NeurIPS22), 2022
Stan Kerstjens, Gabriela Michel, Rodney J Douglas Constructive connectomics: How neuronal axons get from here to there using gene-expression maps derived from their family trees, PLOS Computational Biology, 18:(8) e1010382, 2022

Elisa Donati, Renate Krause, and Giacomo Indiveri Neuromorphic Pattern Generation Circuits for Bioelectronic Medicine, 10th International IEEE/EMBS Conference on Neural Engineering (NER), 2021
Gwendolin Schoenfeld, Sepp Kollmorgen, Christopher Lewis, Philipp Bethge, Anna-Maria Reuss, Adriano Aguzzi, Valerio Mante, and Fritjof Helmchen Dendritic integration of sensory and reward information facilitates learning, bioRxiv, 2021
M Marks, J Qiuhan, O Sturman, L von Ziegler, S Kollmorgen, W von der Behrens, V Mante, J Bohacek, MF Yanik Deep-learning based identification, pose estimation and end-to-end behavior classification for interacting primates and mice in complex environments, bioRxiv 1-33, 2021
Natacha Vanattou-Saïfoudine, Chao Han, Renate Krause, Eleni Vasilaki, Wolfger von der Behrens & Giacomo Indiveri A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware, Scientific Reports, 11:(1), 2021
Renate Krause, Joanne J. A. van Bavel, Chenxi Wu, Marc A. Vos, Alain Nogaret & Giacomo Indiveri Robust neuromorphic coupled oscillators for adaptive pacemakers, Scientific Reports, 11:(1), 2021

Marks, Markus and Qiuhan, Jin and Sturman, Oliver and von Ziegler, Lukas and Kollmorgen, Sepp and von der Behrens, Wolfger and Mante, Valerio and Bohacek, Johannes and Yanik, Mehmet Fatih SIPEC: the deep-learning Swiss knife for behavioral data analysis, 2020
Sepp Kollmorgen, Richard Hahnloser, Valerio Mante Nearest neighbours reveal fast and slow components of motor learning, Nature, 2020

Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Giacomo Indiveri Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network, IEEE Transactions on Biomedical Circuits and Systems , 13:(5), 2019
Kollmorgen, Sepp and Hahnloser, Richard and Mante, Valerio Neighborhood-statistics reveal complex dynamics of song acquisition in the zebra finch, 2019

Aniruddh Galgali, Valerio Mante Set in one's thoughts, Nature Neuroscience, 21:(4) 459-460, 2018
Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Thomas Dalgaty, and Elisa Vianello, Giacomo Indiveri Processing EMG signals using reservoir computing on an event-based neuromorphic system, IEEE Biomedical Circuits and Systems Conference(BioCAS), 2018
Julia Buhmann*, Renate Krause*, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas Turaga, Jan Funke Synaptic Partner Prediction from Point Annotations in Insect Brains, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, 11071: 309-316, 2018
Jun Ho Song, Diana Lucaci, Ioana Calangiu, Matthew T.C. Brown, Jin Sung Park, Jinhyun Kim, Stephen G. Brickley, Paul Chadderton Combining mGRASP and Optogenetics Enables High-Resolution Functional Mapping of Descending Cortical Projections, Cell Reports, 24:(4) 1071-1080, 2018
Sabina Pfister, Andreas Hauri, Frederic Zubler, Gabriela Michel, Henry Kennedy, Colette DeHay, Rodney Douglas A Gene Regulatory Model of Cortical Neurogenesis, biorxiv, 2018

Bhargava, S. and Blaettler, F. and Kollmorgen, S. and Liu, S.-C. and Hahnloser, R. H. Linear methods for efficient and fast separation of two sources recorded with a single microphone, Neural Computation, 22:(10), 2015

Kollmorgen, Sepp and Hahnloser, Richard Dynamic Alignment Models for Neural Coding, PLoS Computational Biology, 10:(3) e1003508, 2014

Mante, V and Sussillo, D and Shenoy, KV and Newsome, WT Context-dependent computation by recurrent dynamics in prefrontal cortex, Nature, 503:(7474) 78-84, 2013

Sepp Kollmorgen, Nora Nortmann, Sylvia Schröder, Peter König Influence of low-level stimulus features, task dependent factors, and spatial biases on overt visual attention, PLoS computational biology, 6:(5) e1000791, 2010

Bonin, V and Mante, V and Carandini, M The Statistical Computation Underlying Contrast Gain Control, Journal of Neuroscience, 26:(23) 6346-6353, 2006 pdf
Rust NC, Mante V, Simoncelli EP, Movshon JA How MT cells analyze the motion of visual patterns., Nat Neurosci., 9:(11) 1421-31, 2006

Bonin, V. and Mante, V. and Carandini, M. The Suppressive Field of Neurons in Lateral Geniculate Nucleus, Journal of Neuroscience, 25:(47) 10844-10856, 2005 pdf
Carandini M, Demb JB, Mante V, Tolhurst DJ, Dan Y, Olshausen BA, Gallant JL, Rust NC Do we know what the early visual system does?, J Neurosci., 25:(46) 10577-97, 2005
Mante V and Carandini M Mapping of stimulus energy in primary visual cortex, J Neurophysiol., 94:(1) 788-98, 2005
Mante V, Frazor RA, Bonin V, Geisler WS, Carandini M Independence of luminance and contrast in natural scenes and in the early visual system, Nat Neurosci., 8:(12) 1690-7, 2005

Durand, S and Freeman, T C B and Mante, V and Kiper, DC and Carandini, M Cross-orientation suppression in cat V1 with very fast stimuli., Soc Neurosci Abs, 27: Program number 12.10, 2001