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2020 – today
- 2024
[j26]Ruoyang Hu, Robert A. Jacobs:
Does Stimulus Category Coherence Influence Visual Working Memory? A Rational Analysis. Cogn. Sci. 48(9) (2024)- 2023
- [j25]Joseph German, Guofeng Cui
, Chenliang Xu, Robert A. Jacobs:
Rapid runtime learning by curating small datasets of high-quality items obtained from memory. PLoS Comput. Biol. 19(10) (2023) - 2020
- [c15]Joseph German, Robert A. Jacobs:
Modeling Human Cognitive Flexibility with Extemporaneous Networks. CogSci 2020
2010 – 2019
- 2019
- [c14]Joseph German, Robert A. Jacobs:
Human Visual Object Similarity Judgments are Viewpoint-Invariant and Part-Based as Revealed via Metric Learning. CogSci 2019: 3272 - 2016
- [j24]Goker Erdogan, Quanjing Chen, Frank Garcea, Bradford Z. Mahon, Robert A. Jacobs:
Multisensory Part-based Representations of Objects in Human Lateral Occipital Cortex. J. Cogn. Neurosci. 28(6): 869-881 (2016) - [c13]Goker Erdogan, Robert A. Jacobs:
A 3D shape inference model matches human visual object similarity judgments better than deep convolutional neural networks. CogSci 2016 - 2015
- [j23]Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach. PLoS Comput. Biol. 11(11) (2015) - 2014
- [c12]Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
Transfer of object shape knowledge across visual and haptic modalities. CogSci 2014 - [c11]Tommy P. Keane, Nathan D. Cahill, John A. Tarduno, Robert A. Jacobs, Jeff B. Pelz:
Computer vision enhances mobile eye-tracking to expose expert cognition in natural-scene visual-search tasks. Human Vision and Electronic Imaging 2014: 90140F - [i1]Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs:
A Concept Learning Approach to Multisensory Object Perception. CoRR abs/1409.6745 (2014) - 2012
- [j22]Ilker Yildirim, Robert A. Jacobs:
A Rational Analysis of the Acquisition of Multisensory Representations. Cogn. Sci. 36(2): 305-332 (2012) - 2011
- [j21]Reiko Yakushijin, Robert A. Jacobs:
Are People Successful at Learning Sequences of Actions on a Perceptual Matching Task? Cogn. Sci. 35(5): 939-962 (2011) - [c10]Emin Orhan, Robert A. Jacobs:
A Nonparametric Bayesian Model of Visual Short-Term Memory. CogSci 2011 - [c9]Chris R. Sims, Robert A. Jacobs, David C. Knill:
An Ideal Observer Model of Visual Short-Term Memory Predicts Human Capacity - Precision Tradeoffs. CogSci 2011 - [c8]Emin Orhan, Robert A. Jacobs:
Probabilistic Modeling of Dependencies Among Visual Short-Term Memory Representations. NIPS 2011: 774-782 - 2010
- [j20]Robert A. Jacobs:
Integrated Approaches to Perceptual Learning. Top. Cogn. Sci. 2(2): 182-188 (2010) - [j19]Robert A. Jacobs, Ladan Shams:
Visual Learning in Multisensory Environments. Top. Cogn. Sci. 2(2): 217-225 (2010)
2000 – 2009
- 2008
- [j18]Manu Chhabra, Robert A. Jacobs:
Learning to Combine Motor Primitives Via Greedy Additive Regression. J. Mach. Learn. Res. 9: 1535-1558 (2008) - 2007
- [j17]Manu Chhabra, Robert A. Jacobs, Daniel Stefankovic:
Behavioral Shaping for Geometric Concepts. J. Mach. Learn. Res. 8: 1835-1865 (2007) - 2006
- [j16]Melchi M. Michel, Robert A. Jacobs:
The Costs of Ignoring High-Order Correlations in Populations of Model Neurons. Neural Comput. 18(3): 660-682 (2006) - [j15]Manu Chhabra, Robert A. Jacobs:
Properties of Synergies Arising from a Theory of Optimal Motor Behavior. Neural Comput. 18(10): 2320-2342 (2006) - 2003
- [j14]Melissa Dominguez, Robert A. Jacobs:
Developmental Constraints Aid the Acquisition of Binocular Disparity Sensitivities. Neural Comput. 15(1): 161-182 (2003) - [j13]Robert A. Jacobs, Melissa Dominguez:
Visual Development and the Acquisition of Motion Velocity Sensitivities. Neural Comput. 15(4): 761-781 (2003) - [j12]Volodymyr Ivanchenko, Robert A. Jacobs:
A Developmental Approach Aids Motor Learning. Neural Comput. 15(9): 2051-2065 (2003) - 2002
- [j11]Robert A. Jacobs, Wenxin Jiang, Martin A. Tanner:
Factorial Hidden Markov Models and the Generalized Backfitting Algorithm. Neural Comput. 14(10): 2415-2437 (2002) - [c7]Robert A. Jacobs, Melissa Dominguez:
Visual Development Aids the Acquisition of Motion Velocity Sensitivities. NIPS 2002: 75-82 - 2001
- [c6]Melissa Dominguez, Robert A. Jacobs:
Visual Development and the Acquisition of Binocular Disparity Sensitivities. ICML 2001: 114-121
1990 – 1999
- 1999
- [j10]Ione Fine, Robert A. Jacobs:
Modeling the Combination of Motion, Stereo, and Vergence Angle Cues to Visual Depth. Neural Comput. 11(6): 1297-1330 (1999) - 1997
- [j9]Robert A. Jacobs:
Bias/Variance Analyses of Mixtures-of-Experts Architectures. Neural Comput. 9(2): 369-383 (1997) - [j8]Robert A. Jacobs, Fengchun Peng, Martin A. Tanner:
A Bayesian Approach to Model Selection in Hierarchical Mixtures-of-Experts Architectures. Neural Networks 10(2): 231-241 (1997) - 1995
- [j7]Robert A. Jacobs:
Methods for combining experts' probability assessments. Neural Comput. 7(5): 867-888 (1995) - 1994
- [j6]Robert A. Jacobs, Stephen M. Kosslyn:
Encoding Shape and Spatial Relations: The Role of Receptive Field Size in Coordinating Complementary Representations. Cogn. Sci. 18(3): 361-386 (1994) - [j5]Michael I. Jordan, Robert A. Jacobs:
Hierarchical Mixtures of Experts and the EM Algorithm. Neural Comput. 6(2): 181-214 (1994) - 1993
- [j4]Robert A. Jacobs, Michael I. Jordan:
Learning piecewise control strategies in a modular neural network architecture. IEEE Trans. Syst. Man Cybern. 23(2): 337-345 (1993) - [c5]Michael I. Jordan, Robert A. Jacobs:
Supervised Learning and Divide-and-Conquer: A Statistical Approach. ICML 1993: 159-166 - [c4]Robert A. Jacobs, Michael I. Jordan, Andrew G. Barto:
Task Decompostiion Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks. Machine Learning: From Theory to Applications 1993: 175-202 - 1991
- [j3]Robert A. Jacobs, Michael I. Jordan, Andrew G. Barto:
Task Decomposition Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks. Cogn. Sci. 15(2): 219-250 (1991) - [j2]Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton:
Adaptive Mixtures of Local Experts. Neural Comput. 3(1): 79-87 (1991) - [c3]Michael I. Jordan, Robert A. Jacobs:
Hierarchies of Adaptive Experts. NIPS 1991: 985-992 - 1990
- [c2]Robert A. Jacobs, Michael I. Jordan:
A Competitive Modular Connectionist Architecture. NIPS 1990: 767-773
1980 – 1989
- 1989
- [c1]Michael I. Jordan, Robert A. Jacobs:
Learning to Control an Unstable System with Forward Modeling. NIPS 1989: 324-331 - 1988
- [j1]Robert A. Jacobs:
Increased rates of convergence through learning rate adaptation. Neural Networks 1(4): 295-307 (1988)
Coauthor Index
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