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Wolfson Institute for Biomedical Research

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Neural Computation

The Neural Computation Laboratory uses optical and electrophysiological and anatomical approaches to understand the how the cellular and network properties of neural circuits contribute to coding and processing of information in the mammalian brain.

Our Research

We are interested in understanding computations in neural circuits of the mammalian brain. To attack this problem, we work at the interface between cellular and systems neuroscience.听We aim to understand the cellular toolkit that enables single neurons to perform computations, and in turn how single neurons and their patterns of connections contribute to the computations performed by neural circuits.

Neural Computation Lab

Prof. Beverley Clark

Honorary Prof. Michael H盲usser

Dr Arnd Roth

Our lab has a special focus on neuronal dendrites, which actively transform synaptic inputs into specific neuronal output patterns. We use the cerebellum and neocortex as model systems, combining in vitro and in vivo imaging and electrophysiology approaches, and taking advantage of a range of high-tech approaches. These include two-photon microscopy, optogenetics, patch-clamp recordings from dendrites, recordings using Neuropixels probes, and most recently the development of听 for simultaneous readout and manipulation of neurons by combining two-photon imaging and two-photon optogenetics.

Our experiments are complemented by computational models of single neurons and networks of neurons. At each stage of our work, our aim is to link different levels of brain function听in order to reveal how activity in single neurons and neural circuits drives behaviour and, importantly, what kinds of changes take place within these circuits during learning.

Dendritic computation

What can dendrites compute? How do they do it? And how are these computations used for behaviour? We are attacking these questions using a combination of experimental and modelling approaches. Two-photon glutamate uncaging experiments and patch-clamp recordings in vitro are being used to define the biophysical toolkit that enables dendrites to perform elementary computations. Imaging and recording from dendrites in vivo allows us to determine how these computations are harnessed in behaving animals. Finally, theoretical models of dendritic function are being used to provide a quantitative description of dendritic computation, as well as experimentally testable predictions.

Cerebellar computation

The circuitry of the cerebellar cortex is both remarkably simple and highly organized, providing a unique opportunity to understand the relationship between the structure and function of a neural circuit in the mammalian brain.. We are taking advantage of the accessibility, genetic tractability and rigorous architecture of the cerebellar cortex to test longstanding theories of how the elements of cerebellar computation are mapped onto its structure.

Cortical computation

What is the cortical code? Answering this question will allow us to understand not only how the cortex processes and stores information, but also how these processes are altered during development and disease. We now have an unprecedented opportunity to crack the neural code used by the cortex with the advent of new tools for recording and manipulating the activity of the genetically defined population of neurons in the cortex. These tools are being applied to the barrel cortex and visual cortex to identify the principles governing sensory processing in head-fixed mice performing behavioural tasks.

Dendrites

Cerebellar network

Synaptic connection

Neuron

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Our people

Prof. Beverley Clark



Honorary听Professor in the Division of Medicine

Dr Arnd Roth


Senior Research Fellow

Caroline Reuter portrait


Lab Manager

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Dr Soyon Chun
Technician

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Rebecca Hitchman
Research Technician

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Honorary Senior Research Fellow


Students

  • (PhD student)
  • (PhD student)
  • (PhD student)
  • (PhD student)
  • (PhD student)
  • (PhD student)

Research Fellow

Research Assistant

  • Roksa Stonis
  • Sam Clothier
  • Sabrina Perrenoud

Publications

  1. Fi艧ek M, Herrmann D, Egea-Weiss A ...听H盲usser M (2023). . Nature. May 617(7962):769-776.
  2. Russell L, Dalgleish H, Nutbrown R ...听H盲usser M (2022). Nature Protocols.
  3. Kostadinov D & H盲usser M (2022). Neuron.
  4. H盲usser M (2021) New England Journal of Medicine 183: 1-14.
  5. Bicknell B and H盲usser M (2021). Neuron.
  6. Sezener E, Grabska-Barwi艅ska A, Kostadinov D, Beau M ...听H盲usser M et al听(2021). bioRxiv.
  1. Simon A, Roth A, Sheridan A,Fi艧ek M...听H盲usser M (2021). bioRxiv.
  2. Russell LE,听听Herrmann听D,听Fi艧ek M听...听H盲usser听M听(2021). bioRxiv.
  3. 听Goetz听L, Roth听A, H盲usser听M (2021). PNAS.
  4. International Brain Laboratory et al. (2021). eLife.
  5. Steinmetz et al. (2021). . Science.

Contact details

Address

Wolfson Institute for Biomedical Research
Cruciform Building
University College London
Gower Street
London WC1E 6BT, UK