Alan A. Stocker

发表

Efficient Neural Codes under Metabolic Constraints

Zhuo Wang, Xue-Xin Wei, Alan A. Stocker, 2016, NIPS.

Signal Integration in Human Visual Speed Perception

Alan A. Stocker, Matjaž Jogan, A. Stocker, 2015, The Journal of Neuroscience.

Smooth Optical Flow Chip

Alan A. Stocker, 2006 .

Appendix B: Simulation Methods

Alan A. Stocker, 2006 .

Appendix D: Process Parameters and Chips Specifications

Alan A. Stocker, 2006 .

S4-4: Optimal Signal Integration across Spatiotemporal Frequency Channels in Visual Speed Perception

Alan A. Stocker, 2012 .

Constraining a Bayesian Model of Human Visual Speed Perception

Alan A. Stocker, Eero P. Simoncelli, 2004, NIPS.

Stability study of some neural networks applied to tissue characterization of brain magnetic resonance images

Alan A. Stocker, Ari Visa, Toivo Katila, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Integrated 2-D Optical Flow Sensor

Alan A. Stocker, A. Stocker, 2004 .

Characterizing the Impact of Category Uncertainty on Human Auditory Categorization Behavior

Alan A. Stocker, Yale E. Cohen, Adam M. Gifford, 2014, PLoS Comput. Biol..

Characterizing changes in perceived speed and speed discriminability arising from motion adaptation

Alan A. Stocker, Eero P. Simoncelli, A. Stocker, 2010 .

Generalized Chromodynamic Detection

Alan A. Stocker, Pierre Villeneuve, A. Stocker, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Computation of Smooth Optical Flow in a Feedback Connected Analog Network

Alan A. Stocker, Rodney J. Douglas, R. Douglas, 1998, NIPS.

A Bayesian model constrained by efficient coding explains “anti-Bayesian” percepts

Xue-Xin Wei, Alan A. Stocker, 2014 .

Human Decision-Making under Limited Time

Alan A. Stocker, Pedro A. Ortega, A. Stocker, 2016, NIPS.

A Bayesian Model of Conditioned Perception

Alan A. Stocker, Eero P. Simoncelli, A. Stocker, 2007, NIPS.

Constraint optimization networks for visual motion perception

Alan A. Stocker, 2001 .

Sensory Adaptation within a Bayesian Framework for Perception

Alan A. Stocker, Eero P. Simoncelli, A. Stocker, 2005, NIPS.

Optimal combination of multiple spatiotemporal frequency cues in human visual speed perception

Alan A. Stocker, Matjaz Jogan, 2014 .

An embedded vision system based on an analog VLSI vision sensor [robot vision applications]

Alan A. Stocker, Vlatko Becanovic, Stefan Kubina, 2005, 2005 IEEE International Symposium on Circuits and Systems.

Is the Homunculus Aware of Sensory Adaptation?

Alan A. Stocker, Eero P. Simoncelli, Peggy Seriès, 2009, Neural Computation.

Optical flow estimation as distributed optimization problem - an aVLSI implementation

Alan A. Stocker, A. Stocker, 2004 .

Analog VLSI Circuits for the Perception of Visual Motion

Alan A. Stocker, A. Stocker, 2006 .

An improved 2D optical flow sensor for motion segmentation

Alan A. Stocker, A. Stocker, 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

Appendix C: Transistors and Basic Circuits

Alan A. Stocker, 2006 .

Constraining the prior and likelihood in a Bayesian model of human visual speed perception

Alan A. Stocker, Eero P. Simoncelli, A. Stocker, 2005 .

Compact integrated transconductance amplifier circuit for temporal differentiation

Alan A. Stocker, A. Stocker, 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

Mutual Information, Fisher Information, and Efficient Coding

Xue-Xin Wei, Alan A. Stocker, A. Stocker, 2016, Neural Computation.

"Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss"

Zhuo Wang, Alan A. Stocker, Daniel D. Lee, 2012, NIPS.

Grouping and segregation in visual working memory

Alan A. Stocker, Cheng Qiu, 2020 .

Advanced algorithms for autonomous hyperspectral change detection

Alan A. Stocker, Alan P. Schaum, 2004, 33rd Applied Imagery Pattern Recognition Workshop (AIPR'04).

Analog VLSI Implementation

Alan A. Stocker, 2006 .

An embedded vision system based on an analog VLSI optical flow vision sensor

Alan A. Stocker, Takayuki Matsuo, Vlatko Bečanović, 2006 .

High- to low-level decoding does not generally improve perceptual performance

Alan A. Stocker, Cheng Qiu, Long Luu, 2017 .

Causal reasoning in a prediction task with hidden causes

Alan A. Stocker, Daniel D. Lee, Pedro A. Ortega, 2015, CogSci.

Analog integrated 2-D optical flow sensor with programmable pixels

Alan A. Stocker, Rodney J. Douglas, 2004, 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512).

Predictions of the Bayesian model with different categorization behaviors.

Alan A. Stocker, Yale E. Cohen, Adam M. Gifford, 2014 .

Classifying Patterns of Visual Motion - a Neuromorphic Approach

Alan A. Stocker, Jakob Heinzle, 2002, NIPS.

Optimal integration of visual speed across different spatiotemporal frequency channels

Alan A. Stocker, Matjaz Jogan, A. Stocker, 2013, NIPS.

Benefits of commitment in hierarchical inference

Alan A. Stocker, Cheng Qiu, Long Luu, 2019, bioRxiv.

Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference

Xue-Xin Wei, Alan A. Stocker, A. Stocker, 2012, NIPS.

Analog VLSI focal-plane array with dynamic connections for the estimation of piecewise-smooth optical flow

Alan A. Stocker, A. Stocker, 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

Bayesian Inference with Efficient Neural Population Codes

Xue-Xin Wei, Alan A. Stocker, A. Stocker, 2012, ICANN.

Efficient Neural Codes That Minimize Lp Reconstruction Error

Zhuo Wang, Alan A. Stocker, Daniel D. Lee, 2016, Neural Computation.

Comparison to Human Motion Vision

Alan A. Stocker, 2006 .

Visual Decision Making

Alan A. Stocker, Joshua I. Gold, J. Gold, 2015 .

Optimal Neural Population Codes for High-dimensional Stimulus Variables

Zhuo Wang, Alan A. Stocker, Daniel D. Lee, 2013, NIPS.

Extended Network Implementations

Alan A. Stocker, 2006 .

Optimal signal integration across spatiotemporal frequency channels accounts for perceived visual speed

Alan A. Stocker, Matjaz Jogan, 2011 .

Shared visual illusions between humans and artificial neural networks

Alan A. Stocker, Konrad P. Kording, Cheng Qiu, 2019, 2019 Conference on Cognitive Computational Neuroscience.

Schematic diagram of the categorical priors employed in the categorization task.

Alan A. Stocker, Yale E. Cohen, Adam M. Gifford, 2014 .

Fisher-optimal neural population codes for high-dimensional diffeomorphic stimulus representations

Alan A. Stocker, Daniel D. Lee, A. Stocker, 2013, NIPS 2013.

Choice-induced biases in perception

Alan A. Stocker, Long Luu, A. Stocker, 2016, bioRxiv.

Choice-dependent Perceptual Biases

Alan A. Stocker, Long Luu, 2016 .