Benjamin Grewe

Position:
Professor
Email:
Work phone:
+41 44 635 30 91
Home page:
Focusing on biophysics and cell physiology I carried out my diploma work as a physics undergraduate student in Bert Sakmann’s lab at the Max Planck Institute for Medical Research in Heidelberg. The idea that cutting-edge imaging technology breeds scientific advancement in neuroscience brought me to Fritjof Helmchen’s group at the Brain Research Institute in Zurich, where I developed new high-speed calcium imaging methods to investigate information processing in large neuronal networks with a temporal precision of a few milliseconds. Recognizing the potential of population calcium imaging to investigate large scale neural coding I then decided to join Mark Schnitzer’s group in Stanford, where I studied learning induced changes of neuronal network codes utilizing cutting-edge miniaturized microscopes that allow imaging in freely-moving and behaving animals.
My long-term vision is to extract fundamental principles of network-learning from real biological networks and then to reverse-engineer their functionality as logical, reproducible algorithms. I am convinced that an analytical understanding of neural network computation and learning would allow us to implement similar neural algorithms in software or directly as electrical circuits. Coming close to mimic human thinking and performance such new technologies would be poised to transform our daily use of intelligent systems.
My pet projects outside the lab include breadboarding with deep neural networks on FPGAs and playing around network learning algorithms in Python.

Avaliable Positions/Projects

Fully automated extraction of neural signals from imaging data [Student Project]
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PhD Position - Investigating learning algorithms in biological and artificial neuronal networks [Paid Position]
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Teaching

INI-401, 227-1037-00 Introduction to Neuroinformatics

Publications

2017

  • Benjamin F. Grewe, Jan Gründeman, Jerome Lecoq, Lacey Kitch, Jones G Parker, Jesse D. Marschall, Jin-Zhong Li, Andreas Lüthi and Mark J. Schnitzer Neural dynamics underlying a long-term associative memory, Nature, 10.1038/nature21682:, 2017
  • Ryan Remedios, Ann Kennedy, Mariel Zelikowsky, Benjamin F. Grewe, Mark J. Schnitzer and David J. Anderson Social Behavior shapes hypothalamic neural ensemble representations of conspecific sex, Nature, 10.1038/nature23885:, 2017
  • Ying Li, Alexander Mathis, Benjamin F. Grewe, Jessica A. Osterhout, Biafra Ahanonu, Mark J. Schnitzer, Venkatesh N. Murthy, Catherine Dulac Neuronal Representation of Social Information in the Medial Amygdala of Awake Behaving Mice, Cell, 10.1016/j.cell.2017.10.015:, 2017

2016

  • Chun Xu, Sabine Krabbe, Jan Gründemann, Paolo Botta, John Fadok, Fumitaka Osakada, Dieter Saur, Benjamin F. Grewe, Mark J. Schnitzer, Ed Callaway, Andreas Lüthi Distinct Hippocampal Pathways Mediate Dissociable Roles of Context in Memory Retrieval., Cell, 167(4):961-972.e16:, 2016

2015

  • Elizabeth J.O. Hamel, Benjamin F. Grewe, Jones G. Parker and Mark J. Schnitzer Cellular level brain imaging in behaving mammals - an engineering approach - REVIEW, Neuron, 86(1):140-159:, 2015
  • Yiyang Gong, Cheng Huang, Jin Zhong Li, Benjamin F. Grewe, Yanping Zhang, Stephan Eismann and Mark J. Schnitzer High-speed recording of neural spikes in awake mice and flies with a fluorescent voltage sensor, Science, 350(6266):1361-6:, 2015

2014

  • Benjamin F. Grewe and Fritjof Helmchen High-speed two-photon calcium imaging of neuronal population activity using acousto-optic deflectors, Cold Spring Harb Protoc, 6:618-29:, 2014
  • Jerome Lecoq, Joan, Dejan Vučinić, Benjamin F. Grewe, Huyn Kim, Jin-Zhong Li, Lacey Kitch and Mark J. Schnitzer Visualizing mammalian brain area interactions by dual-axis two-photon calcium imaging, Nat. Neurosc., 17(12):1825-9:, 2014
  • Benjamin F. Grewe, Fritjof Helmchen and Björn Kampa Two-Photon Imaging of Neuronal Network Dynamics in Neocortex, Optical imaging of cortical circuit dynamics, Springer Publishing, 2014

2013

  • Benjamin F. Grewe High-speed in vivo imaging of neuronal activity using acousto-optic scanners, Understanding Biophotonics: Fundamentals, Advances and Applications, Pan Stanford Publishing, 2013

2012

  • Guyllaume Coiret, Jeanne Ster, Benjamin F. Grewe, Fabrice Wendling, Helmchen F, Urs Gerber and Pascal Benquet Neuron to astrocyte communication via cannabinoid receptors is necessary for sustained epileptiform activity in rat hippocampus, Plos One, 7(5):e37320:, 2012
  • Mélissa Farinelli, Fabrice Heitz, Benjamin F. Grewe, Shiva Tyagarajan, Fritjof Helmchen, and Isabelle Mansuy Protein Phosphatase-1 Promotes Neuroprotection by Modulating NR2B-Containing NMDA Receptors, Plos One, 7(3):e34047:, 2012
  • Rohit Prakash, Ofer Yizhar, Benjamin F. Grewe, Charu Ramakrishnan , Nancy Wang, Inbal Goshen, Adam M. Packer, Darcy S. Peterka, Raphael Yuste, Mark J. Schnitzer and Karl Deisseroth Two-photon optogenetic toolbox for fast inhibition, excitation and bistable modulation, Nat. Methods, 9(12):1171-9:, 2012
  • Audrey Bonan*, Benjamin F. Grewe* and Andreas Frick Calcium Imaging Techniques In Vitro to Explore the Role of Dendrites in Signaling Physiological Action Potential Patterns, Visualization Techniques -From Immunohistochemistry to Magnetic Resonance Imaging, 2012

2011

  • Benjamin F. Grewe, Fabian F. Voigt, Marcel van ’t Hoff and Fritjof Helmchen Fast two-layer two-photon imaging of neuronal cell populations using an electrically tunable lens, Biomedical Opt. Exp., 2(7):2035–2046:, 2011
  • Jeanne Ster, José María Mateos, Benjamin F. Grewe, Guyllaume Coiret, Fritjof Helmchen and Urs Gerber On diffusion-related entropy functions: the enhanced case, PNAS, (108) 24:9993-97:, 2011

2010

  • Benjamin F. Grewe, Audrey Bonan and Andreas Frick Backpropagation of realistic action potential output along apical and basal dendrites of slender-tufted L5A pyramidal neurons, Front. in Cell. Neurosc., 18:4-13:, 2010
  • Benjamin F. Grewe, Dominik Langer, Björn Kampa and Fritjof Helmchen High-speed in vivo calcium imaging reveals spike trains in neuronal networks with near-millisecond precision, Nat Methods, 7:399-405:, 2010

2009

  • Benjamin F. Grewe and Fritjof Helmchen Optical probing of neuronal ensemble activity - REVIEW, Curr. Op. Neurobiol., 19:520-9:, 2009
© 2017 Institut für Neuroinformatik