Neurotheory Seminar Series

Unless stated otherwise, seminars are at 11:30 a.m (NO LONGER AT 1pm) in the 7th floor conference room (room 719) of the Kolb Annex of the NY State Psychiatric Institute (at the corner of 168th St. and Haven Ave. - view map).

Upcoming Seminars

Joshua Gold
University of Pennsylvania
“Rational regulation of learning by pupil-linked arousal systems”

2011-2012 Academic Year

Emo Todorov
University of Washington
“Optimal control in biology and engineering”
Paul Miller
Brandeis University
“Memory, associations and solving cognitive tasks by plasticity in randomly connected neural circuits”
Shaul Druckmann
Janelia Farm
“Overcomplete representations and neuronal circuit dynamics”
Dean Buonomano
UCLA
“Short-term Synaptic Plasticity, Neural Dynamics, and Telling Time”
Pentti Kanerva
Stanford University
“Computing with Large Neural Circuits”
Ofer Tchernichovski
City College
“Vocal exploration and syntax learning in songbirds”
Jens Kremkow
SUNY Optometry
“The role of excitation-inhibition correlation in cortical information processing; Adaptive sampling of visual stimuli in thalamic and cortical neurons”
Richard Hahnloser
ETH Zurich
“Neural coding in the auditory forebrain of songbirds”
Michael Graupner
NYU
“Synaptic input correlations during spontaneous activity evoked in vitro in the auditory cortex”
Shimon Marom
Technion
“Interpretations of response fluctuations in neurons, networks and simple behavior”
Bill Bialek
Princeton University
“Birds, brains, and B-cells”
Arno Klein
Columbia University
“Brain Labelling”
Matthew Harrison
Brown University
“Learning the Network Structure of Cortical Microcircuits”
Haim Sompolinsky
Hebrew University
“Sensory Selectivity in Random Cortical Circuits”
Anne Churchland
Cold Spring Harbor
“Putting the pieces together: integrating information across time and sensory modalities for decision-making”
Wei Ji Ma
Baylor College of Medicine
“Probabilistic inference in visual cognition”
John Wixted
UC San Diego
“A cellular and systems consolidation theory of forgetting”
Loren Frank
UCSF
“Awake replay in the hippocampus: Is it memory?”
Maurizio Mattia
ISS
“Heterogeneous attractor cortical modules for motor planning in premotor cortex and other”
Mikhail Rabinovich
UCSD
“Cognitive information flow dynamics”
Howard Eichenbaum
Boston University
“The hippocampus in space and time”
Joshua Gold
University of Pennsylvania
“Rational regulation of learning by pupil-linked arousal systems”
Jack Gallant
UC Berkeley
TBA
Winrich Freiwald
Rockefeller University
TBA
Brent Doiron
University of Pittsburgh
TBA

2010-2011 Academic Year

Gustavo Deco
Pompeu Fabra University
“How Local Network Oscillations lead to Functional Networks during Rest”
Michiel Remme
NYU
“The Role of Ongoing Dendritic Oscillations in Single-Neuron Dynamics”
Yoram Burak
Harvard
“Visual inference amid eye movements”
John Hopfield
Princeton
“What is Thinking? The dynamics of mental exploration”
Tony Zador
Cold Spring Harbor
“Timing in the auditory cortex”
James DiCarlo
MIT
“Untangling object recognition: The convergence of systems neuroscience and computer vision.”
Steve Grossberg
Boston University
“The Hippocampus as a Cognitive Map: From Grid Cells to Navigation”
Wulfram Gerstner
EPFL
“From Hebb to STDP to neuromodulation - Modeling reward-modulated synaptic plasticity”
Carlos Brody
Princeton
“Near-optimal integration of evidence for decision-making in the rat”
Emery Brown
Harvard-MIT
“Characterizing General Anesthesia-Induced Loss of Consciousness”
Yuriy Mishchenko
Columbia University
“Bayesian inference of neural connectivity from calcium imaging data in the presence of hidden inputs”
Simona Cocco & Remi Monasson
Princeton University
“Two inverse approaches to infer functional interactions from the spiking activity of a neural population”
Randy Bruno
Columbia University
“Wakefulness abolishes cortical up-down states”
Edward Wallace
University University of Chicago
“Noise-driven synchrony in spiking neural networks: avalanches and quasi-cycles”
Bill Newsome
Stanford University
“Linking action to reward: a dynamical systems approach to prefrontal cortex activity”
Daniel S Fisher
Stanford University
“Can Evolutionary Dynamics Be Understood Quantitatively?”
Jozsef Fiser
Brandeis University
“Statistically optimal inference and learning in the cortex: behavioral and neural evidence and a computational framework“
Zach Mainen
Champalimaud
Asohan Amarasingham
CCNY
“An Analysis of Connectivity in a Neuronal Population”
Ruben Moreno Bote
University of Rochester
“Weak synchrony in networks with finite input information”
Robert Shapley
NYU
“The Rise and Fall of the Receptive Field Hypothesis in V1 Cortex”
Alain Destexhe
UNIC-CNRS
“Extracting signatures of neuronal activity from local field potentials”
Todd Coleman
UIUC
Michael Spratling
King's College London
“A Predictive Coding Model of V1 Response Properties, Gain Modulation, and Visual Attention”
Thierry Emonet
Yale University
“A bacterium's perspective on chemosensing and exploration”
Sheila Nirenberg
Cornell University
“Testing hypotheses about coding and computation in the visual system... and something new about retinal prosthetics”
Robert Froemke
NYU
“Long-term modification of cortical synapses improves sensory perception”
Byron Yu
Carnegie Mellon University
“Extracting shared firing rate fluctuations from neural populations”
Geoff Hinton
University of Toronto
“How to force unsupervised neural networks to discover the right representation of images”
Michael Frank
Brown University
“Mechanisms of hierarchical reinforcement learning and action selection in corticostriatal circuits”
Adrien Peyrache
Rutgers University
“Organization of cell assemblies in the hippocampal-neocortical network: implication of sleep in memory formation and learning”
Romain Brette
Ecole Normale Supérieure
“Dynamics of neural excitability”
Tiago Maia
Columbia University
“Neuromodulators, the brain, and behavior: Computational and empirical investigations”
Tatiana Engel
Yale University
“Flexible decision making and learning in networks with a working memory circuit”

2009-2010 Academic Year

Aurel Lazar
Columbia University
“Population encoding with Hodgkin-Huxley neurons”
Vladimir Vapnik
NEC Labs
“A New Learning Paradigm: Learning Using Privileged Information“
Barak Pearlmutter
NUI Maynooth
Kresimir Josic
University of Houston
“Correlation transfer and coding in neuronal populations”
Partha Mitra
Cold Spring Harbor
“Darwin In The Lab: Experimental Evolution Studies in Finches and Fruit Flies”
David Terman
Ohio State
“Some mathematical modeling issues associated with Parkinson's disease”
Eve Marder
Brandeis
“Beyond Optimality: Parameter Variance in Healthy Brains”
Tony Movshon
NYU
“Feedforward systems for encoding and decoding visual information”
Armen Stepanyants
Northeastern University
“Statistical theory of excitatory synaptic plasticity”
Dezhe Jin
Penn State
“Neural basis of song syntax in songbirds”
Nate Sawtell
Columbia University
“Mechanisms for sensory prediction in a cerebellum-like circuit”
Suzana Herculano-Houzel
Universidade Federal do Rio de Janeiro
“How the cortex gets its folds: connectivity-driven white matter scaling and folding in primate brains”
Matthias Kaschube
Princeton
“High-precision cross-scale analysis of cortical development and tissue morphogenesis”
Glen Prusky
Cornell
“Stimulating Experience-Dependent Plasticity of Vision Over the Lifespan”
Paul Tiesinga
UNC Chapel Hill
“The role of interneuron diversity in the cortical circuit for attention”
Bruno Olshausen
UC Berkeley
“Hierarchical models of vision via factorization of sparse components”
Ed Ott
University of Maryland
“Emergent Behavior in Large Systems of Coupled Plase Oscillators”
Nancy Kopell
Boston University
“Rhythms, cell assemblies and binding in the nervous system: From physiology to function”
Jay McClelland
Stanford
“Dynamics of decision making: Theory, Physiology, and Behavior”
Jose-Manuel Alonso
SUNY State College of Optometry
“Functional circuits in primary visual cortex”
Nicolas Brunel
Universite Rene Descartes
“Spike-timing and firing-rate dependent plasticity as calcium-induced transitions in a bistable synaptic model”
David McCormick
Yale
“The Neocortex Operates in a Sparse and Reliable Regime”
Reza Shadmehr
Johns Hopkins
“Internal models in motor control”
Eero Simoncelli
NYU
“Bayesian perception and representation of visual motion”
Michael Kahana
U. Penn
“Context and episodic memory”
Jaime de la Rocha
Alfonso Renart
Rutgers
“Spiking Correlations in Recurrent Cortical Circuits”
Terry Sejnowski
Salk
“A New View of the Neuropil”
Michael DeWeese
UC Berkeley
“Minimum Probability Flow: a novel machine learning technique for parameter estimation”
Zhe Chen
Harvard-MIT
“Precise Mapping of Visual Receptive Fields by Tomographic Reconstruction”
*** 12:00 PM ***
Biswa Sengupta
Cambridge University
“Energy Efficiency in Single-Neuron Models”

2008-2009 Academic Year

Alex Roxin
Columbia U
“Linking behavioral and neuronal models of two-choice decision making”
Rafael Yuste
Columbia U
“Dendritic Spines and Linear Networks”
Gwendal Le Masson
French Institute of Health and Medical Research
“Spinal cord plasticity in the context of chronic pain : an experimental and theoretical study”
David Field
Cornell U
“Information, invariance and the space of natural scenes”
Marcelo Magnasco
Rockefeller U
Rebecca Saxe
MIT
“Mens Rea: neural mechanisms of belief attribution for moral judgment”
Henry Abarbanel
UCSD
“Dissecting and Modeling Neurobiological Networks: Dynamical Electrophysiology”
Bill Geisler
UTexas Austin
“Natural Systems Analysis”
Ilya Nemenman
Los Alamos National Laboratory
“Nonlinearity, Memory, and Phase Transitions in Learning”
Mikhail Rabinovich
UCSD-Institute for Nonlinear Science
“Transient versus attractors in the brain”
Sergei Gepshtein
Salk Institute for Biological Studies
“Gabor's Uncertainty Principle and Vision”
Philip Sabes
UCSF- Keck Center for Integrative Neuroscience
Fritz Sommer
Berkeley
“Functional roles of network dynamics in the peripheral visual system”
Chris Eliasmith
U. Waterloo
“How to build a brain”
Maxim Volgushev
U. Connecticut
Glen Prusky
Weill Cornell Medical College
“Experience-Dependent Plasticity of Vision Over the Lifespan”
Stefan Rotter
Freiburg University
“Correlations in Cortical Networks”
Sophie Deneve
Ecole Normale Superieure
“Bayesian inference in neural dynamics”
David Heeger
New York University
“The Normalization Model of Attention”
Anita Disney
New York University
Michael Hasselmo
Boston University
“Grid cells and oscillations in entorhinal cortex”
Pietro Mazzoni
Columbia University
“How To Generalize Less During Visuomotor Adaptation”
Diego Contreras
UPenn
Andre Longtin
University of Ottawa
“Driven recurrent sensory networks and plasticity”
Adi Rangan
New York University
Bill Bialek
Princeton University
“Efficient representation in genetic networks”
Maria Geffen
Rockefeller University
“Encoding of natural signals in the olfactory and auditory systems”
Lisa Manning
Princeton University
“Analyzing transient amplification in material flows: non-normal operators and non-steady states”
Patrick Drew
University of California, San Diego
“Plumbing the Cortex: Imaging Microvascular Dynamics in the Awake Rodent Brain”
Mark Churchland
Stanford University
“Stimulus onset quenches neural variability: a widespread cortical phenomenon”
David Nguyen
MIT
“Towards the decoding of ripple oscillations based on instantaneous frequency measures”

2007-2008 Academic Year

Kurt Thouroughman
Washington U
“Neural Computation and Human Motor Behavior”
Tai Sing Lee
CMU
“Neural encoding of 3D scene statistics for perceptual inference”
Alex Reyes
NYU
“Circuitry underlying neuronal firing in the auditory cortex”
Brent Doiron
Univ of Pittsburgh
“Microcircuits and Macrodynamics in cortical processing”
Stephanie Palmer
Princeton
“Predictive Information in the Retina”
Patric Kanold
Univ. of Maryland
“Early circuits that regulate cortical development and plasticity”
Ifat Levy
NYU
“Neural correlates of decision-making under risk and ambiguity”
Bard Ermentrout
Univ. of Pittsburgh
“Reading the thoughts of a mollusk: The neural origins of seashell structure and pattern”
Takao Hensch
Harvard University
“GABA circuit control of visual cortical plasticity”
Matthew Botvinick
Princeton University
“A Computational Substrate for Goal Directed Behavior”
Xiao-Jing Wang
Yale University
“Neural Circuit Computation of Decision Making”
Konrad Koerding
Northwestern University
“Movement Adaptation: Multiple Timescales and Causes of Motor Errors”
Yael Niv
Princeton University
“Opportunity Costs and response rates: How dopamine helps us choose how hard to work.”
Uri Rokni
Harvard
“Why Activities of Single Neurons in the Song Motor System do not Reflect the Song Structure”
Boris Gutkin
Group for Neural Theory, ENS-Paris and College de France.
“A Neurodynamics framework for understanding nicotine addiction”
Adam Kohn
Albert Einstein College of Medicine
“Adaptation in the cortical visual hierarchy”
Philip Holmes
Princeton University
“Collective Neuronal Dynamics and Drift-Diffusion Models for Decision Making”
Bartlett Mel
University Southern California
“Some new (and Surprising) Roles for NMDA Channels in Single Neuron Computation”
Odelia Schwartz
Albert Einstein College of Medicine
“Natural Image Statistics and Contextual Visual Processing”
Nathaniel Daw
New York University
“Semi-Rational Models of Decision Making: Exploration and Credit Assignment”
Laurenz Wiskott
Humboldt U.-Berlin
“Slow Feature Analysis For Modeling Complex Cells in V1 and its Relationship to Spike Timing Dependent Plasticity”
Harel Shouval
UT-Houston
“Learning to represent interval timing”
Jonathan Victor
Cornell U.
“Estimation of information from neural data: why it is challenging, and why many approaches are useful”
Daniel A. Butts
Cornell U.
“Timing precision in the visual system: how and why”
Nestor Parga
Universidad Autonoma de Madrid
“Predicting the receptive fields of V1 simple cells from the scale properties of natural scenes.”
Don Katz
Brandeis University
“"Single-neuron and network dynamics of taste perception"”

2006-2007 Academic Year

Misha Tsodyks
Weizmann Institute
“Short-term synaptic plasticity for short-term memory”
Fred Reike
University of Washington
“Mechansims generating correlated activity in retinal ganglion cells”
Michael Lewicki
Carnegie Mellon University
“Information theoretic models of auditory coding”
David Blake
Medical College of Georgia
“Cortical implant studies of machine learning in sensory discrimination”
Jaime dela Rocha
NYU
“Correlation between neural spike trains increases with firing rate”
Geoffrey E. Hinton
U. of Toronto
“How to learn many layers of cortical representation without any supervision.”
Kamal Sen
BU
“Neural Discrimination of Complex Natural Sounds in Songbirds.”
Sebastian Seung
MIT
“Operant Matching: A Unifying Principle for Neuroeconomics.”
Olivia White
MIT
“TBA.”
Nicole Rust
MIT
“The mechanisms underlying motion pattern invariance in area MT”
Angel Peterchev
Columbia University
“Transcranial Magnetic Stimulation: A Non-Invasive Tool for Probing and Modulating Brain Function.”
Misha Tsodyks
Weizmann Institute of Science
“Context-dependent learning in the visual system”
Gordon Pipa
Frankfurt Institute for Advanced Studies
“Neuronal Self Organization in Theory and Experiment: Behaviorally Relevant Cell Assemblies and Plasticity in the Liquid State Machine”
Dean Buonomano
UCLA
“Temporal processing and neural dynamics in cortical networks”
John Rinzel
NYU
“Biophysics of timing computations in auditory brain stem.”
ROOM AND TIME CHANGE! Neurological Institute Alumni Auditorium, 3:00 p.m
Tim Vogels
Brandeis/Columbia University
“Signal Processing in Neural Networks.”
ROOM CHANGE: Kolb Annex 5th floor conference room
Mark Goldman
Wellesley College
“Dissecting the mechanisms underlying persistent neural activity in a neural integrator.”
Yang Dan
U.C Berkeley
“Coding of natural stimuli in the visual cortex.”
John Krakauer
Columbia U.
“Adaptation to visuomotor rotation: savings and interference.”
Bijan Pesaran
NYU.
“Cortical networks for movement planning and execution.”
Matthias Wittlinger
U. Ulm.
“Path Integration in the Desert Ant Cataglyphis Fortis-odometry and slope detection.”
Vijay Balasubramanian
U. Penn.
“Natural scene statistics and the organization of the retina.”
Note changed location: Kolb Annex 5th floor conference room
Gayle Wittenberg
Princeton University
“Mapping neural activity patterns onto changes in synapse strength.”
David Brainard
U. Penn.
“Color from a single cone? A Bayesian model of the appearance of very small spots.”

2005-2006 Academic Year

Nicholas Brunel
CNRS, Paris
“Optimal information storage and the distribution of synaptic weights: experiment vs. theory.”
Mitya Chklovskii
Cold Spring Harbor Laboratory
“Random and specific features of cortical microcircuits”
Michael Berry
Princeton University
“Detection and Prediction of Temporal Patterns by the Retina”
Nestor Parga
Universidad Autonoma de Madrid
“Response properties of Neurons in the High Conductance State”
Elad Schneidman
Princeton University
“Weak pairwise correlations imply strongly correlated network states in a neural population code”
Fred Wolf
Max Planck Institute, Göttingen
“The first micro-seconds in the life of a cortical action potential”
Paul Ganter
Centre for the Biology of Memory, Trondheim, Norway
“The diversity of hippocampal interneurones - just difficult to describe or functionally relevant?”
Emilio Salinas
Wake-Forest University
“How behavioral constraints may affect optimal sensory representations”
David Cai
NYU
“Spatiotemporal Dyanmics of Primary Visual Cortex”
Carl van Vreeswijk
CNRS, Université René Descartes
“Shunting inhibition in a spatially extended model neuron”
Roger Traub
SUNY Downstate
“Critical role of electrical coupling in thalamocortical circuits: very fast oscillations (>70 Hz), gamma (30-70 Hz), spindles”
Matthias Kaschube
Berstein Center for Computational Neuroscience & MPI for Dynamics and Self-Oranization, Göttingen
“A selection principle for the pattern of orientation columns in the visual cortex”
Adrienne Fairhall
U. Washington
“Probing the biophysics of neural computation”
Konrad Körding
MIT
“Human Movement as an Optimal Decision Process”
Todd Troyer
Univ. of Maryland
“Temporal variability and the structure of the vocal pattern generator in zebra finches”
( Talk postponed to June 2, 2006 )
Alfonso Renart
Rutgers
“Optimal Transmission of Population Codes in Feed-forward Networks”
Theo Geisel
MPI for Dynamics and Self-Oranization, Göttingen
“Universal scaling laws of human travel -- how dollars help improve epidemic forecasts”
Roger Ratcliff
Ohio State
“The Effects of Aging on Performance on Two Choice RT Tasks”
Duncan Watts
Columbia
“Six Degrees: The Science of a Connected Age”
Lance Optican
NIE
“Visual working memory: New evidence and new theory of how we remember what we just saw”
Risto Miikkulainen
The University of Texas at Austin
“Computational Maps in the Visual Cortex”
Guoqiang Bi
University of Pittsburgh
“Persistent reverberatory activity in small neuronal circuits: dynamics, synaptic mechanisms and plasticity”
Tatyana Sharpee
UCSF
“From noise to natural signals: Adaptation and optimality of neural representations”
Duane Nykamp
University of Minnesota
“Inferring causal subnetworks within neuronal networks”
Christian Machens
Cold Spring Harbor
“Flexible control of neural networks: combining short-term memory and decision-making”
Ila Fiete
UC Santa Barbara
“A theory for reinforcement learning in spiking neural networks, with an application to song learning in songbirds”
( Talk rescheduled from 10 March 2006)
Alfonso Renart
Rutgers
“Optimal Transmission of Population Codes in Feed-forward Networks”
Alexei Koulakov
Cold Spring Harbor
“Activity and chemoaffinity in the development of neural maps”
Eric Shea-Brown
NYU
“Dynamics of integration and correlation in timing and decisions”
Sheila Nirenberg
Weill Medical College, Cornell University
“Testing hypotheses about neural computations using targeted cell class ablation”
Matteo Carandini
Smith-Kettlewell Eye Research Institute, San Francisco
“Dynamics of population activity in primary visual cortex”
Ethan Goldberg
NYU
“Fast-spiking GABAergic neocortical interneurons: Molecular contributions to cellular function”
Riccardo Zecchina
ICTP, Italy
“Learning by message passing in networks of discrete synapses”

Spring, 2005

John Beggs
Dept. of Physics , Indiana University
“Neuronal avalanches may optimize information transmission and storage”
Bill Bialek
Dept. of Physics, Princeton University
“Do real neurons provide an efficient representation of predictive information?”
Mike Weliky
Dept. of Brain and Cognitive Science, University of Rochester
“Development of visual cortical circuit dynamics: Impact upon the emergence of sensory coding”
Carlos Brody
Cold Spring Harbor Laboratory
“Working memory and decision making in a simple model of two-stimulus-interval discrimination.”
Alex Koulakov
Cold Spring Harbor Laboratory
“Modeling retinocollicular development guided by molecular gradients: Neural development as an optimization process”
Harvey Swadlow
University of Connecticut
“The impact of a thalamocortical impulse on awake sensory neocortex”
Alex Pouget
University of Rochester
“Bayesian Inference in Cortical Circuits”