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Students and Postdocs 3
| | People - Neural Networks, Artificial Intelligence, Computers 118
 Aapo HyvarinenAapo Hyvarinen
 Involved in developing independent component analysis (ICA). Page supplies papers and code for reproducing experiments. Addresses generative model based vision and statistics of natural scenes.
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Ad AertsenAd Aertsen
 This lab studies theoretical neuroscience, spiking neural networks, temporal processing and dynamic coding.
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Andreas HerzAndreas Herz
 Addresses Signal Processing and Coding in the Brain. Functional Role of Neural Oscillations and Rapid Synchronization , Model Systems with Spiking Neurons: Dynamics and Computation
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Björn BrembsBjörn Brembs
 Features a wealth of background knowledge about learning and memory (with an emphasis on associative learning) together with published and unpublished original research on the fruitfly Drosophila and (soon) the sea-slug Aplysia.
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Christopher WalshChristopher Walsh
 Researching the development and function of the cerebral cortex and the genes involved in this process. From the Harvard Institutes of Medicine.
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Claudia SchmaussClaudia Schmauss
 The Laboratory at Columbia University performs neurobiology research on dopamine receptors.
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Cynthia F. MossCynthia F. Moss
 Advancing our understanding of how sensory information is processed, organized, and integrated with motor programs, with a focus on bat auditory processing.
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Cynthia L. JordanCynthia L. Jordan
 The Jordan lab works on cellular and molecular mechanims underlying steroid-regulated behaviors.
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Dale PurvesDale Purves
 the Purves laboratory is studying visual perception and its neurobiological underpinnings. Shows a lot of interactive demos of psychophysical effects and optical illusions.
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Dario FloreanoDario Floreano
 Goal is to develop methods for evolving embedded intelligent systems, such as Autonomous Robots, capable of adaptation to physical environments. Interested in artificial sensory-motor systems that display life-like properties and are based upon bio-inspired mechanisms (genetics, cellular biology, neural networks, bio-morphic engineering).
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David FitzpatrickDavid Fitzpatrick
 The Laboratory at Duke University Medical Center is focused on understanding the functional organization of circuits in primary visual cortex, an important component in processing visual information.
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David MumfordDavid Mumford
 David Mumford is working on similarity metrics and on statistics of natural scenes. He links the properties of the real world to propertie of neurons in the nervous system.
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David TamDavid Tam
 A physiologist studying computational and experimental neuroscience problems.
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David TolhurstDavid Tolhurst
 My research interests are in the area of the neurophysiology and psychophysics of vision.
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Dittmar, MichaelDittmar, Michael
 Research on stroke, anesthesiology, and out-of-hospital emergency medicine.
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Dmitri ChklovskiiDmitri Chklovskii
 Interested in developmental pattern generation or ways of describing coupled networks of genes and neurons.
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Donald SakaguchiDonald Sakaguchi
 Researches development and plasticity in vertebrate visual systems
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Dwight BerglesDwight Bergles
 The Laboratory at Johns Hopkins studies synaptic physiology, with an emphasis on glutamate transporters and glial involvement in neuronal signaling.
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Ed AdelsonEd Adelson
 Ed Adelson focuses on topics in human and machine vision, including mid-level vision, lightness perception, motion analysis, perceptual organization, and image data compression.
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Ed BoydenEd Boyden
 Analysis and engineering of neural circuit function.
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Eduardo Candelario-JalilEduardo Candelario-Jalil
 The lab is using neurochemical approaches to study phenomena such as brain injury and regeneration.
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Eero SimoncelliEero Simoncelli
 The laboratory addresses a variety of basic issues in the analysis and representation of visual imagery. 1) construction of mathematical theories for the representation of visual information, 2) development of functional models for biological visual processing, and 3) creation of novel algorithms for image processing and computer vision applications.
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Elba SerranoElba Serrano
 Focuses on the development of the nervous system, with an emphasis on the sensory systems responsible for hearing and balance.
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Elie BienenstockElie Bienenstock
 Elie Bienenstock is interested in temporal coding by individual action potentials.
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Francesco VentrigliaFrancesco Ventriglia
 Working at the Institute of Cybernetics of CNR. Working on projects related to parallel computer simulation of neurotransmitter difusion and neural network.
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Fred GageFred Gage
 The Gage lab works on adult neural stem cells.
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Gary HoltGary Holt
 Our goal is to devise learning rules that can develop a feature-detector hierarchy similar to that proposed by Fukushima et al. (1983) in order to recognize objects independent of location, scale, or orientation.
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Georg SchulzeGeorg Schulze
 Motivational psychology from an engineering perspective with biological contraints. Behavioral modeling. Resonance Raman spectroscopy of neurotransmitters. Artificial neural networks.
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Giedrius BuracasGiedrius Buracas
 addresses the origins of the BOLD signal measured when applying fMRI. He is also interested in temporal codes.
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Gutnick-Fleidervish LaboratoryGutnick-Fleidervish Laboratory
 Research programs and members of the laboratory of Prof. Mike Gutnick and Dr. Ilya Fleidervish in the Koret School of Veterinary Medicine, The Hebrew University, Rehovot, Israel
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Hans van HaterenHans van Hateren
 I am working on several aspects of visual processing. My current main interest is to use the statistics of natural stimuli (images, time series of intensities, video) for investigating and understanding the visual system.
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Hilary BeggsHilary Beggs
 The Beggs lab works on signal transduction, cell morphology, and extracellular influences on circuit development in the retina.
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Huda ZoghbiHuda Zoghbi
 The Zoghbi lab works on neural development and neurodegeneration.
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Jack GallantJack Gallant
 The Gallant lab studies the neural basis of vision and visual perception, with particular emphasis on object vision, and visual selective attention.
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Jeff HendersonJeff Henderson
 Researching the molecular mechanisms which regulate neuronal injury and survival following acute or chronic CNS insults.
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Jennifer RaymondJennifer Raymond
 The Raymond lab does research on the mechanisms of motor learning in a simple cerebellar task.
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Jerzy AchimowiczJerzy Achimowicz
 Digital signal processing (DSP) is applied to the analysis of electro-physiological signals (such as EEG), with emphasis on human brain electrical activity. From the State Committee for Scientific Research; Warsaw, Poland.
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Jianguo GuJianguo Gu
 Studies on spinal cord sensory transmission using patch-clamp, immunocytochmistry and molecular biology approaches.
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Jim TrimmerJim Trimmer
 Research laboratory studying molecular organization of neuronal signaling proteins.
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John TaylorJohn Taylor
 Mathematical modelling in neurobiology, Neural computation and neural bases of behaviour, High energy physics and superstrings, quantum field theory and quantum gravity.
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John W. MooreJohn W. Moore
 This lab studies a simple form of associative learning - classical eyeblink conditioning in rabbits - using a variety of approaches: behavioral, computational, and neurophysiological. Recent work has focused on neuronal activity of the cerebellum during complex training procedures.
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Jörg ConradtJörg Conradt
 Does robotics research at institute of neuroinformatics. He is interested in novel types of robots, pattern generation, control and navigation.
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Josh TenenbaumJosh Tenenbaum
 Studies how people use statistical methods when solving cognitive problems.
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Jürgen SchmidhuberJürgen Schmidhuber
 Has done important work on regularization of neural networks. Also addresses processing long short term memory and optimal learning.
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Julie GrezesJulie Grezes
 Dr. Grezes studies neural bases of social phenomena such as action perception, emotions, and theory of mind.
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Karel SvobodaKarel Svoboda
 Karel Svoboda is addressing the functioning of the nervous system using two photon microscopy. His page summarizes the research goal of understanding network function from an understanding of the nerve cells properties.
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Karl DeisserothKarl Deisseroth
 Studies hippocampal neurogenesis.
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Kaushik GhoseKaushik Ghose
 Behavioural experiments on flying bats. Beam patterns. Neural models.
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Keith SillarKeith Sillar
 The group studies locomotion at the University of St Andrews, Scotland. Studies on the development and intrinsic mechanisms behind the neural control of vertebrate locomotion.
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Ken MillerKen Miller
 My lab's interests focus on understanding the cerebral cortex. We use theoretical and computational methods, and theoretically motivated experimental methods, to unravel the circuitry of the cerebral cortex, the rules by which this circuitry develops or "self-organizes", and the computational functions of this circuitry.
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Klaus ObermayerKlaus Obermayer
 The NI group focuses on computational models of neuronal systems, on the mathematical analysis of neural networks, and on the development of ANN algorithms, in particular for image processing applications.
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Klaus PawelzikKlaus Pawelzik
 does theoretical neuroscience tightly bound to electrophysiological measurements.
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Klaus-Armin NaveKlaus-Armin Nave
 Prof. Dr. Nave uses transgenic mouse and molecular/cellular techniques to study neural development and the neurodegenerative pathogenesis.
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Konrad KördingKonrad Körding
 Neuroscientist doing both experiments and theory at the Instistute of Neurology, London. Specializes in Bayesian Statistics and Statistics of Natural scenes. Applications to Visual, Somatosensory, Auditory and Motor problems.
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Laurent IttiLaurent Itti
 Focus in visual neuroscience, approached using computational modeling, human psychophysics and functional neuroimaging. In particular, studies on visual attention in primates.
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Loesch, Dr AndrzejLoesch, Dr Andrzej
 Relationship between the autonomic nervous system and the vascular system, mechanisms underlying disease in human arteries, cerebral and coronary arteries. Relevant to clinical medicine. Saphenous vein for CABG, and neurodegenerative diseases. University College London.
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Luis R. Cruz CruzLuis R. Cruz Cruz
 studies Alzheimers disease at the Center for Polymer Studies at Boston University
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Maneesh SahaniManeesh Sahani
 Focuses on the statistical analysis of neural data and the design of experiments in neuroscience.
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Marc Breedlove, Cynthia JordanMarc Breedlove, Cynthia Jordan
 The lab studies hormonal modulation of the developing and adult nervous system that leads to changes in behavior. Using a range of rodent species, the lab tries to understand which cells directly respond to the hormone, which genes are regulated in those cells, and how the structure and function of the cell changes as a consequence of that gene regulation
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Mark DubinMark Dubin
 Applies virtual reality to neural rehabilitation.
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Mark LaubachMark Laubach
 The lab uses methods for large-scale neuronal ensemble recording to study neuronal processing in multiple parts of the nervous system simultaneously.
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Mato, GermanMato, German
 Researcher at Bariloche Nuclear Center. Includes activity on neural networks, neural modelling and related subjects. List of publications.
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Matt WilsonMatt Wilson
 What are the mechanisms of learning and memory? How are actions and experiences encoded in the activity patterns of neurons in the brain? In the Wilson Lab we are addressing these questions through multineuron recording from the hippocampus and other brain areas of rats and mice during active behavior.
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Matthew LarkumMatthew Larkum
 My research interests focus on the roll of dendritic processing in networks of cortical neurons.
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Maurizio GrimaldiMaurizio Grimaldi
 Information includes curriculum vitae, publications, research interest description, address, and links.
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Michael HausserMichael Hausser
 Works on how neuronal dendrites perform computations.
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Michael MaukMichael Mauk
 works on how timed information is encoded in the cerebellum.
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Michael NikoletseasMichael Nikoletseas
 Scientist working on nonassosiative and associative learning phenomena.
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Michale FeeMichale Fee
 Understanding how the brain learns and generates complex sequential behaviors, with a focus on the songbird as a model system.
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Mikko JuusolaMikko Juusola
 studies processing in visual neurons of Drosophila as well as effects of molecular components on neural computations and sensory adaptation. Influence of rearing and environment on signalling is studied and signalling during natural stimulation is analyzed and modeled.
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Morgan ShengMorgan Sheng
 Studies synaptic structure, function, and plasticity.
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Nachum Dafny / Alan SwannNachum Dafny / Alan Swann
 The Dafny/Swann lab works on the neuronal mechanisms and pathways involved with drug addiction, with a focus on rodent models.
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Nathan IntratorNathan Intrator
 Neural Computation, High Dimensional Statistics and Pattern Recognition, Computer Vision, Visual Cortex Plasticity, Time series prediction
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Nordeen, Ernest J.Nordeen, Ernest J.
 Hormonal regulation of neural plasticity and learning, with a focus on the songbird system.
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Nordeen, Kathy W.Nordeen, Kathy W.
 Studies neural plasticity, learning, memory, with a focus on vocal learning in songbirds.
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Pam ReinagelPam Reinagel
 Pam Reinagel studies how patterns of activity in populations of visual neurons encode information about visual scenes, epsecially naturalistic ones.
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Patrick HoyerPatrick Hoyer
 Patrick Hoyer works on ICA (independent component analysis) and nonlinear variants thereof.
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Patrizia Casaccia-BonnefilPatrizia Casaccia-Bonnefil
 Addresses very basic questions on cellular and molecular mechanisms of proliferation and differentiation in the central nervous system.
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Paul De KoninckPaul De Koninck
 The lab investigates the cellular and molecular mechanisms used by neurons to decode synaptic and electrical activities that propagate through neural circuits.
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Paul GlimcherPaul Glimcher
 The Glimcher lab studies the neural mechanisms underlying choice behavior using a combination of electrophysiological, behavioral, and neuroimaging techniques.
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Paul HarrisonPaul Harrison
 His group is studying gene expression in psychiatric disorders in the University of Oxford Department of Psychiatry.
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Peter DayanPeter Dayan
 Builds mathematical and computational models of neural processing, with a particular emphasis on representation and learning. The main focus is on reinforcement learning and unsupervised learning, covering the ways that animals come to choose appropriate actions in the face of rewards and punishments, and the ways and goals of the process by which they come to form neural representations of the world. The models are informed and constrained by neurobiological, psychological and ethological data.
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Peter KönigPeter König
 Experimental and theoretical studies of sensory processing and sensory motor integration in the mammalian cortex under natural conditions.Thus, I investigate the role of top-down signals, their relation to the fast dynamics, learning and plasticity in the neuronal network. Insights obtained from this work are transferred to real-world applications.
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Peter LansburyPeter Lansbury
 From the Center for Neurologic Diseases and Laboratory for Drug Discovery in Neurodegeneration at Brigham and Women's Hospital, Harvard Medical School.
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Peter LathamPeter Latham
 Computational neuroscience and neural coding.
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Pouget, AlexandrePouget, Alexandre
 The Pouget lab works on the computational neuroscience of spatial representation, visual perception, and neural coding.
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Quentin HuysQuentin Huys
 He is interested in the mechanisms that have led to neural tissue being able to control complex organisms. Photography is another artistic way of slicing the timeline and recombining it for analysis.
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Rajesh RaoRajesh Rao
 The primary goal of my research is to discover the computational principles underlying the brain's remarkable ability to learn, process and store information, and to apply this knowledge to the task of building adaptive robotic systems and artificially intelligent agents.
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Randall O'ReillyRandall O'Reilly
 He develops computational and formal models of the biological bases of cognition , focusing on specialization of function in and interactions between hippocampus, prefrontal cortex, and posterior neocortex in learning, memory, attention, and controlled processing.
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Reza ShadmehrReza Shadmehr
 The Shadmehr lab works on motor control and learning, robotics, brain imaging, and neurophysiology.
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Richard HahnloserRichard Hahnloser
 Richard Hahnloser is doing theory on recurrent systems and songbird physiology.
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Richard TsienRichard Tsien
 The Tsien lab does research on synaptic transmission, signal transduction, and pathophysiology of calcium channels.
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Robert FernRobert Fern
 Research on ischemic injuries in the neonatal brain.
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Rodney DouglasRodney Douglas
 Rodney Douglas addresses information processing in the neocortex. He is the head of the institute of neuroinformatics in Zurich.
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Roland BaddeleyRoland Baddeley
 He is interested in many things including neural network techniques, the statistics of naturally generated spike trains in V1 and IT and the implications for coding, eye movements, stereo interactions in V1, timing behaviour, reading in young children, and the statistics of natural images.
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Ruedi StoopRuedi Stoop
 The Stoop group works on statistical neural networks, biological complexity, self-organized clustering and perception, and hearing biophysics.
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Ruth HerbstRuth Herbst
 The laboratory of Dr. Ruth Herbst focuses on the formation of the neuromuscular synapse. Specific topics and research areas are described.
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Sam RoweisSam Roweis
 Machine Learning , Nonlinear Manifolds , Signal Processing , DNA Computing
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Sami IkonenSami Ikonen
 The role of the septohippocampal cholinergic system in cognitive functions - a doctoral thesis.
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Sander BohteSander Bohte
 Neuroscientist in Amsterdam related to coding by action potentials as well as pattern recognition.
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Shawn MikulaShawn Mikula
 does experiments and theories to study coincidence detection as well as connectivity. He uses simulation methods as well as fMRI.
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Simon LaughlinSimon Laughlin
 Simon Laughlin addresses optimal coding, the cost of action potentials and more generally relates the properties of nervous systems to ethological optimisation and constraints
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Stephen GrossbergStephen Grossberg
 Vision, audition, language, learning and memory, reward and motivation, cognition, development, sensory-motor control, mental disorders, applications.
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Stephen MarenStephen Maren
 Fear, conditioned learning behavior, and the neurophysiology of the amygdala. Research summaries, related links. Rat behavior animation.
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Sue BeckerSue Becker
 Computational neuroscience, neural network models of perceptual and cognitive processes including cortical and hippocampal memory systems, spatial memory, semantic memory organization, frontal executive control of memory.
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Theo GeiselTheo Geisel
 Nonlinear dynamics, chaotic systems, neural networks
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Thomas J. AnastasioThomas J. Anastasio
 Our goal is to gain deeper insight into multisensory integration and motor learning using computational neuroscience methodology.
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Tony ZadorTony Zador
 At a cocktail party we can selectively attend to a single voice, effortlessly filtering out all the others that make up the banter that surrounds us; yet this task remains far beyond the capabilities of our most sophisticated computers. How do the neurons in our brains conspire to form such powerful computational engines?
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Veeramani MaharhajanVeeramani Maharhajan
 Working at the Institute of Cybernetic of CNR. Included current working projects mainly related to the himmunohystochemistry of hippocampal piramidal cells; the effect of maternal drug abuse on neonatal rodents.
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Vialatte, FrancoisVialatte, Francois
 PhD in cognitive neuroscience research. Includes publications.
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Vibhanshu AbhishekVibhanshu Abhishek
 is interested in Artificial Intelligence, Neural Networks, (humanoid) Robotics, Psychology
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Vito Di MaioVito Di Maio
 The projects carried out at the Institute of Cybernetics are mainly related to neurocomputation and visual perception of geometrical figures.
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