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Christof Koch

Meritorious Investigator

teams /
Allenite

Christof Koch is a Meritorious Investigator at the Allen Institute.

Christof received his baccalaureate from the Lycée Descartes in Rabat, Morocco, his B.S. and M.S. in physics from the University of Tübingen in Germany and his Ph.D. from the Max-Planck Institute for biological Cybernetics in 1982. Subsequently, he spent four years as a postdoctoral fellow in the Artificial Intelligence Laboratory and the Brain and Cognitive Sciences Department at the Massachusetts Institute of Technology. From 1987 until 2013, Koch was a professor at the California Institute of Technology (Caltech) in Pasadena, from his initial appointment as Assistant Professor, Division of Biology and Division of Engineering and Applied Sciences in 1986, to his final position as Lois and Victor Troendle Professor of Cognitive & Behavioral Biology. See here for Christof’s academic pedigree and his students. Christof joined the Allen Institute for Brain Science as Chief Scientific Officer in 2011 and became President in 2015.

Christof’s passion are neurons – the atoms of perception, memory, behavior and consciousness – their diverse shapes, electrical behaviors, and their computational function within the mammalian brain, in particular in neocortex. The Allen Institute for Brain Science is engaged in a major effort to identify all the different types of neurons in the brains of mice and humans – the cell census effort. See the papers below.

Christof discovered that in vivo cortical neurons do not integrate over large number of small inputs given their spiking variability, how neurons can multiply, the relationship between intra- and extra-cellular potential, and how this gives rise to the local field potential and the large-scale current sinks and sources and how weak extracellular fields can entrain spiking activity via ephaptic effects. He postulated the attentional saliency map hypothesis for biological and computer vision according to which one or more topographic organized spatial maps summarize bottom-up salient information in the visual system, he co-discovered, with Itzhak Fried, an high-level, invariant and abstract single neuron representation of familiar individuals and objects in the human medial temporal lobe (the so-called “Jennifer Aniston” or concept neurons) and developed the ‘continuous flashed suppression’ masking technique. In collaboration with Francis Crick, he initiated the modern search for the neuronal correlates of consciousness, a systematic experimental program to identify the minimal bio-physical mechanisms jointly sufficient for any one specific conscious percept. In collaboration with Giulio Tononi, he co-developed the Integrated Information Theory of consciousness.

Christof writings and interests integrate theoretical, computational and experimental neuroscience with philosophy and contemporary trends, in particular artificial intelligence. His latest book, The Feeling of Life Itself – Why Consciousness is Everywhere But Can’t be Computed, was published by MIT Press in Autumn of 2019.

His previous book, Consciousness: Confessions of a Romantic Reductionist, blends science and memoir to explore topics in discovering the roots of consciousness. Stemming in part from a long-standing collaboration with the late Nobel Laureate Francis Crick, Christof authored the book The Quest for Consciousness: A Neurobiological Approach. Koch also authored the technical books Biophysics of Computation: Information Processing in Single Neurons and Methods in Neuronal Modeling: From Ions to Networks, and served as editor for several books on neural modeling and information processing.

Visit Christof’s Wikipedia page.

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featured stories

video
What extreme experience can teach us about consciousness
Christof Koch speaks to a global audience about psychedelics, unresponsive patients, and the unsolved mystery of conscious experience
news
Landmark experiment sheds new light on the origins of consciousness
Findings suggest it may be about sensory processing and perception, with possible implications for diagnosing and treating comas or vegetative states.
video
The World's Observatory of the Mind | OpenScope
Great questions can come from anywhere. OpenScope is an open platform for high-throughput and reproducible neurophysiology.

featured media

media / WBUR
How does the brain love and hate?
Consciousness is how we are able to feel, dream and imagine. And yet — scientists haven't figured out how consciousness definitively works.
media / BBC
We feel it in our bones': Can a machine ever love you?
Artificial intelligence can write you a passable love poem and some people even have romantic feelings towards it. But is the feeling mutual?
media / Popular Mechanics
🔒 Popular Mechanics: Scientists Are Gifting AI the Final Ingredient for Consciousness—And It Could Trigger the Singularity
A tech company is working on creating “micro-emotions” within AI to see how it effects their behavior, but not everyone buys into the idea.

featured publications

publication / 2014
Theta phase segregation of input-specific gamma patterns in entorhinal-hippocampal networks
Neuron
publication / 2014
Information integration without awareness
Trends in Cognitive Sciences
publication / 2014
A mesoscale connectome of the mouse brain
Nature
publication / 2014
Spike-timing control by dendritic plateau potentials in the presence of synaptic barrages
Frontiers in Computational Neuroscience
publication / 2014
A direct comparison of unconscious face processing under masking and interocular suppression
Frontiers in Psychology
publication / 2013
The influence of synaptic weight distribution on neuronal population dynamics
PLoS computational biology
publication / 2012
An anatomically comprehensive atlas of the adult human brain transcriptome
Nature
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