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Poster
Mon Dec 03 10:30 AM -- 10:40 AM (PST)
Experience-Guided Search: A Theory of Attentional Control
In Poster Session
Michael Mozer · David Baldwin
[ PDF] 
Poster
Tue Dec 04 10:30 AM -- 10:40 AM (PST)
The Noisy-Logical Distribution and its Application to Causal Inference
In Poster Session
Alan Yuille · HongJing Lu
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Estimating disparity with confidence from energy neurons
In Poster Session
Eric Kong-Chau Tsang · Bertram E Shi
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
On Sparsity and Overcompleteness in Image Models
In Poster Session
Pietro Berkes · Richard Turner · Maneesh Sahani
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Bayesian Model of Conditioned Perception
In Poster Session
Alan A Stocker · Eero Simoncelli
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Sparse deep belief net model for visual area V2
In Poster Session
Honglak Lee · Ekanadham Chaitanya · Andrew Y Ng
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning the 2-D Topology of Images
In Poster Session
Nicolas Le Roux · Yoshua Bengio · Pascal Lamblin · Marc Joliveau · Balázs Kégl
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Locality and low-dimensions in the prediction of natural experience from fMRI
In Poster Session
Francois G Meyer · Greg Stephens
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The discriminant center-surround hypothesis for bottom-up saliency
In Poster Session
Dashan Gao · Vijay Mahadevan · Nuno Vasconcelos
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Second Order Bilinear Discriminant Analysis for single trial EEG analysis
In Poster Session
Christoforos Christoforou · Paul Sajda · Lucas C Parra
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modelling motion primitives and their timing in biologically executed movements
In Poster Session
Ben H Williams · Marc Toussaint · Amos Storkey
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses
In Poster Session
Massimiliano Giulioni · mario pannunzi · Davide Badoni · Vittorio Dante · paolo del giudice
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Continuous Time Particle Filtering for fMRI
In Poster Session
Lawrence Murray · Amos Storkey
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
GRIFT: A graphical model for inferring visual classification features from human data
In Poster Session
Michael G Ross · Andrew Cohen
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons
In Poster Session
Lars Buesing · Wolfgang Maass
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning Horizontal Connections in a Sparse Coding Model of Natural Images
In Poster Session
Pierre Garrigues · Bruno Olshausen
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Receptive Fields without Spike-Triggering
In Poster Session
Jakob H Macke · Günther Zeck · Matthias Bethge
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms
In Poster Session
Dominik M Endres · Mike Oram · Johannes E Schindelin · Peter Foldiak
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Optimal models of sound localization by barn owls
In Poster Session
Brian J Fischer
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
In Poster Session
Sennay Ghebreab · Arnold Smeulders · Pieter Adriaans
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A neural network implementing optimal state estimation based on dynamic spike train decoding
In Poster Session
Omer Bobrowski · Ron Meir · Shy Shoham · Yonina Eldar
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Kernels on Attributed Pointsets with Applications
In Poster Session
Mehul Parsana · Sourangshu Bhattacharya · Chiranjib Bhattacharyya · K. R. Ramakrishnan
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A complexity measure for intuitive theories
In Poster Session
Charles Kemp · Noah Goodman · Josh Tenenbaum
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An online Hebbian learning rule that performs Independent Component Analysis
In Poster Session
Claudia Clopath · André Longtin · Wulfram Gerstner
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Hippocampal Contributions to Control: The Third Way
In Poster Session
Mate Lengyel · Peter Dayan
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
In Poster Session
John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Neural characterization in partially observed populations of spiking neurons
In Poster Session
Jonathan W Pillow · Peter E Latham
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning to classify complex patterns using a VLSI network of spiking neurons
In Poster Session
Srinjoy Mitra · Giacomo Indiveri · Stefano Fusi
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Elapsed Time from Stochastic Neural Processes
In Poster Session
Misha B Ahrens · Maneesh Sahani
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination
In Poster Session
Stanley, Yiu Man LAM · Bertram E Shi
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
In Poster Session
Sebastian Gerwinn · Jakob H Macke · Matthias Seeger · Matthias Bethge
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence
In Poster Session
Devarajan Sridharan · Brian Percival · john arthur · Kwabena A Boahen
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons
In Poster Session
Emre Neftci · Elisabetta Chicca · Giacomo Indiveri · Jean-Jacques Slotine · Rodney J Douglas
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
In Poster Session
Matthias Bethge · Philipp Berens
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The rat as particle filter
In Poster Session
Nathaniel D Daw · Aaron Courville
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Blind channel identification for speech dereverberation using l1-norm sparse learning
In Poster Session
Yuanqing Lin · Jingdong Chen · Youngmoo E Kim · Daniel Lee
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Measuring Neural Synchrony by Message Passing
In Poster Session
Justin Dauwels · François Vialatte · Tomasz M Rutkowski · Andrzej S CICHOCKI
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
In Poster Session
Benjamin Blankertz · Motoaki Kawanabe · Ryota Tomioka · Friederike Hohlefeld · Vadim Nikulin · Klaus-Robert Müller
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A probabilistic model for generating realistic lip movements from speech
In Poster Session
Gwenn Englebienne · Tim Cootes · Magnus Rattray
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
In Poster Session
Sajid M Siddiqi · Byron Boots · Geoffrey Gordon
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Sequential Hypothesis Testing under Stochastic Deadlines
In Poster Session
Peter Frazier · Angela Yu
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Retrieved context and the discovery of semantic structure
In Poster Session
Vinayak Rao · Marc Howard
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
In Poster Session
Robert Legenstein · Dejan Pecevski · Wolfgang Maass
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The Infinite Markov Model
In Poster Session
Daichi Mochihashi · Eiichiro Sumita
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Bayesian Framework for Cross-Situational Word-Learning
In Poster Session
Michael C Frank · Noah Goodman · Josh Tenenbaum
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Congruence between model and human attention reveals unique signatures of critical visual events
In Poster Session
Robert J Peters · Laurent Itti
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Comparing Bayesian models for multisensory cue combination without mandatory integration
In Poster Session
Ulrik Beierholm · Konrad P Kording · Ladan Shams · Wei Ji Ma
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning Visual Attributes
In Poster Session
Vittorio Ferrari · Andrew Zisserman
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Subspace-Based Face Recognition in Analog VLSI
In Poster Session
Miguel E Figueroa · Gonzalo Carvajal · Waldo Valenzuela
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Spectral Regularization Framework for Multi-Task Structure Learning
In Poster Session
Andreas Argyriou · Charles A. Micchelli · Massimiliano Pontil · Yiming Ying
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
In Poster Session
M. M. H Mahmud · Sylvian Ray
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Better than least squares: comparison of objective functions for estimating linear-nonlinear models
In Poster Session
Tatyana Sharpee
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Markov Chain Monte Carlo with People
In Poster Session
Adam Sanborn · Tom Griffiths
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
How SVMs can estimate quantiles and the median
In Poster Session
Andreas Christmann · Ingo Steinwart
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
One-Pass Boosting
In Poster Session
Zafer Barutcuoglu · Phil Long · Rocco A Servedio
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Object Recognition by Scene Alignment
In Poster Session
Bryan C Russell · Antonio Torralba · Ce Liu · Rob Fergus · William Freeman
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Exponential Family Predictive Representations of State
In Poster Session
David Wingate · Satinder Singh
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Nearest-Neighbor-Based Active Learning for Rare Category Detection
In Poster Session
Jingrui He · Jaime Carbonell
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Kernel Measures of Conditional Dependence
In Poster Session
Kenji Fukumizu · Arthur Gretton · Xiaohai Sun · Bernhard Schölkopf
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Ensemble Clustering using Semidefinite Programming
In Poster Session
Vikas Singh · Lopamudra Mukherjee · Jiming Peng · Jinhui Xu
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Inference forDistributions on Permutations
In Poster Session
Jonathan Huang · Carlos Guestrin · Leonidas Guibas
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning with Tree-Averaged Densities and Distributions
In Poster Session
Sergey Kirshner
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Agreement-Based Learning
In Poster Session
Percy Liang · Dan Klein · Michael Jordan
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Expectation Maximization, Posterior Constraints, and Statistical Alignment
In Poster Session
Kuzman Ganchev · Joao V Graca · Ben Taskar
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Multi-task Gaussian Process Prediction
In Poster Session
Edwin Bonilla · Kian Ming A Chai · Chris Williams
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Non-parametric Modeling of Partially Ranked Data
In Poster Session
Guy Lebanon · Yi Mao
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes
In Poster Session
Nicolas Chapados · Yoshua Bengio
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Combined discriminative and generative articulated pose and non-rigid shape estimation
In Poster Session
Leonid Sigal · Alexandru Balan · Michael J Black
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Bayesian Inference for Dynamically Changing Graphs
In Poster Session
Ozgur Sumer · Umut A Acar · Alexander T. Ihler · Ramgopal R. Mettu
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An Analysis of Inference with the Universum
In Poster Session
Fabian H Sinz · Olivier Chapelle · Alekh Agarwal · Bernhard Schölkopf
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Cooled and Relaxed Survey Propagation for MRFs
In Poster Session
Hai Leong Chieu · Wee Sun Lee · Yee Whye Teh
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Multi-View Learning
In Poster Session
Shipeng Yu · Balaji R Krishnapuram · Romer E Rosales · Harald Steck · R. Bharat Rao
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Agglomerative Clustering with Coalescents
In Poster Session
Yee Whye Teh · Hal Daumé III · Daniel Roy
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection
In Poster Session
Pierre W Ferrez · José del R. Millán
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks
In Poster Session
Alex Graves · Santiago Fernandez · Marcus Liwicki · Horst Bunke · Jürgen Schmidhuber
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modeling Natural Sounds with Modulation Cascade Processes
In Poster Session
Richard Turner · Maneesh Sahani
[ PDF] 
Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting human gaze using low-level saliency combined with face detection
In Poster Session
Moran Cerf · Jonathan Harel · Wolfgang Einhäuser · Christof Koch
[ PDF]