Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao,
Garrison W Cottrell, Julian McAuley (2021)
ReZero is all you need:
Fast convergence at large depth.
In
The Thirty-seventh Conference on Uncertainty in Artificial
Intelligence
UAI-2021
).
arXiv:2003.04887.
Qianli Ma, Chuxin Chen, Sen Li, and Garrison W. Cottrell (2021)
Learning Representations for Incomplete Time Series Clustering.
In
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)
8837-8846. Association for the Advancement of Artificial Intelligence.
Amanda
Song, Weifeng Hu, Devendra Pratap Yadav, Fangfang Wen, Bin Zuo,
Ed Vul, and
Garrison Cottrell
(2020)
Do
you see what I see? A Cross-cultural Comparison of Social
Impressions of Faces.
In
Proceedings of the
42
nd
Annual Conference of the
Cognitive Science Society (pp. 1714-1720)
Toronto, ON:
Cognitive Science Society.
Martha
Gahl, Meilu Yuan, Arun Sugumar, and Garrison Cottrell (2020)
The face inversion
effect and the anatomical mapping from the visual field to the
primary visual cortex.
Proceedings of the 42
nd
Annual Conference of the
Cognitive Science Society (pp. 3080-3086)
Toronto, ON:
Cognitive Science Society.
Md Mehrab Tanjim, Hammad Ayyubi, and
Garrison W. C
ottrell. 2020.
DynamicRec: A Dynamic
Convolutional Network for Next Item Recommendation.
In
Proceedings
of the 29th ACM International Conference on Information
and Knowledge Management (CIKM-20)
, October 19-23, 2020,
Virtual Event, Ireland. ACM, New York, NY, USA, 4 pages.
Flavia Filimon, Jonathan D. Nelson, Terrence J. Sejnowski, Martin I.
Sereno and Garrison W. Cottrell (2020)
The ventral striatum dissociates
information expectation, reward anticipation, and reward receipt.
Proceedings of the National Academy of Sciences
DOI:
10.1073/pnas.1911778117
Henry Huanru Mao, Shuyang Li, Julian
McAuley, Garrison W. Cottrell (2020)
Speech Recognition and
Multi-Speaker Diarization of Long
Conversations
. In
Interspeech 2020
arXiv
version
Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley, Garrison W.
Cottrell (2020)
Generating
Rationales in Visual Question Answering
. arXiv preprint
arXiv:2004.02032
Yao Qin, Nicholas Frosst, Colin Raffel, Garrison Cottrell, Geoffrey
Hinton (2020)
Deflecting
Adversarial Attacks
arXiv:2002.07405
Raphael Reher, Hyun Woo Kim, Chen Zhang, Huanru Henry Mao, Mingxun
Wang, Louis-F�lix Nothias, Andres Mauricio Caraballo-Rodriguez,
Evgenia Glukhov, Bahar Teke, Tiago Leao, Kelsey L Alexander, Brendan
M Duggan, Ezra L Van Everbroeck, Pieter C Dorrestein, Garrison W
Cottrell, William H Gerwick (2020).
Convolutional Neural Network-Based Approach for the Rapid
Characterization of Molecularly Diverse Natural Products
Journal
of the American Chemical Society
142
(9):4114-4120. (
supplementary material
Yueying Li, Hao-Bing Yu, Yi Zhang, Tiago Leao, Evgenia Glukhov,
Marsha L Pierce, Chen Zhang, Hyunwoo Kim, Huanru Henry Mao, Fang
Fang, Garrison W Cottrell, Thomas F Murray, Lena Gerwick, Huashi
Guan, William H Gerwick (2020)
Pagoamide
A, a Cyclic Depsipeptide Isolated from a Cultured Marine
Chlorophyte, Derbesia sp., Using MS/MS-Based Molecular Networking.
Journal of Natural Products
83
(3):617-625.
Ma, Qianli, Shen, Lifeng, and Cottrell, Garrison W. (2020)
DeePr-ESN: A deep
projection-encoding echo-state network.
Information Sciences
511
:152�171.
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison
Cottrell, Geoffrey Hinton (2020)
Detecting and Diagnosing
Adversarial Images with Class-Conditional Capsule Reconstructions.
In the
International Conference on Learning Representations
(ICLR-2020).
Ma, Qianli, Zheng, Jiawei, Li, Sen, and Cottrell, Garrison W. (2019)
Learning Representations for Time
Series Clustering.
In
Advances
in Neural Information Processing Systems 32
, H. Wallach, H.
Larochelle, A. Beygelzimer F. d'Alche-Buc, E. Fox and R. Garnett
(Eds.), pp. 3776--3786, Curran Associates, Inc.
Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W Cottrell (2019)
Time
series classification with Echo Memory Networks
Neural Networks
117:225-239
Qianli Ma, Wanqing Zhuang, Garrison W. Cottrell (2019)
Triple-Shapelet
Networks for Time Series Classification.
In
IEEE
International Conference on Data Mining (ICDM-2019)
pp:1246-1251.
Mao, Huanru Henry,
Majumder, Bodhisattwa Prasad, McAuley, Julian and
Cottrell, Garrison W. (2019)
Improving Neural Story
Generation by Targeted Common Sense Grounding.
In
Empirical Methods in Natural Language
Processing (EMNLP-19).
Attala, Chad, Song, Amanda, Tam, Bartholomew, Rathis, Asmitha, and
Cottrell, Garrison W. (2019)
Modifying
social dimensions of faces with ModifAE.
In
A.K. Goel, C.M. Seifert, & C.
Freksa (Eds.), Proceedings of the 41st Annual Conference of the
Cognitive Science Society (pp. 105-111).
Montreal, QB:
Cognitive Science Society.
Donahue, Chris, Mao, Huanru Henry, Li, Yiting Ethan, Cottrell,
Garrison W., and McAuley, Julian (2019)
LakhNES: Improving multi-instrumental
music generation with cross-domain pre-training.
In
Proceedings of the International
Society for Music Information Retrieval Conference
ISMIR-19
).
Qin, Yao, Nicholas Carlini, Nicholas, Goodfellow, Ian, Cottrell,
Garrison, and Raffel, Colin (2019)
Imperceptible,
Robust, and Targeted Adversarial Examples for Automatic Speech
Recognition
In
Proceedings of the International
Conference on Machine Learning
ICML-2019
).
Qianli Ma, Sen Li, Lifeng Shen, Jiabing Wang, Jia Wei, Zhiwen Yu,
and Garrison W. Cottrell (2019)
End-to-End
Incomplete Time Series Modeling from Linear Memory of Latent
Variables.
IEEE
Transactions on Cybernetics.
doi: 10.1109/TCYB.2019.2906426.
Qin, Yao, Kamnitsas, Konstantinos, Ancha, Siddharth, Nanavati1, Jay,
Cottrell, Garrison , Criminisi, Antonio and Aditya Nori. (2018).
Autofocus Layer for Semantic
Segmentation
. In
Proceedings
of the International Conference On Medical Image Computing &
Computer Assisted Intervention
MICCAI '18
).
Mao, Huanru Henry, Shin, Taylor, and Garrison W. Cottrell (2018)
DeepJ: Style-Specific Music Generation
In the
12
th
IEEE International Conference on Semantic
Computing.
Qin, Yao, Feng, Mengyang, Lu, Huchuan Cottrell, Garrison (to
appear)
Hierarchical Cellular Automata
for Visual Saliency.
In
International
Journal of Computer Vision.
Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi
Hou, Garrison Cottrell (2018)
Understanding
convolution for semantic segmentation.
In
IEEE Winter
Conference on Applications of Computer Vision
WACV-18
Zhang, Chen, Idelbayev,
Yerlan, Roberts, Nicholas, Tao, Yiwen, Nannapaneni, Yashwanth,
Duggan, Brendan M., Min, Jie, Lin, Eugene C., Gerwick, Erik C.,
Cottrell, Garrison W., & Gerwick, William H.
(2017)
mall Molecule Accurate
Recognition Technology (SMART) to Enhance Natural Products
Research
Scientific
Reports
7,
Article
number: 14243 (2017) (
author
correction
doi:10.1038/s41598-017-13923-x
Malmir, Mohsen and Cottrell, Garrison W. (2017)
Belief tree search for active
object recognition.
In the
2017
IEEE/RSJ International Conference on Intelligent Robots and
Systems
IROS 2017
).
Qin, Yao, Song, Dongjin, Cheng, Haifeng, Cheng, Wei, Jiang, Guofei,
and Cottrell, Garrison W. (2017)
dual-stage attention-based recurrent neural network for time
series prediction
. In the
Proceedings
of the Twenty-Sixth International Joint Conference on Artificial
Intelligence
IJCAI-17
pp. 2457-2463.
Ma, Qianli, Shen, Lifeng, Chen, Enhuan, Tian, Shuai, Wang,
Jiabing, and Cottrell, Garrison W. (2017)
WALKING WALKing walking: Action
recognition from action echoes.
In the
Proceedings of the Twenty-Sixth
International Joint Conference on Artificial Intelligence
IJCAI-17
pp. 2627-2633.
Wang, Yufei, Lin, Zhe, Shen, Xiaohui , Mech, Radomir, Miller,
Gavin and Garrison W. Cottrell (2017)
Recognizing and Curating
Photo Albums via Event-Specific Image Importance
. In the
Proceedings of the British Machine
Vision Conference (BMVC-2017).
Wang, Panqu, and Cottrell, Garrison W. (2017)
Central and peripheral vision
for scene recognition: A neurocomputational modeling exploration.
Journal of Vision
17(4):
9, 1�22, doi:10.1167/17.4.9.
Song, Amanda, Linjie, Li, Atalla, Chad, and Cottrell, G.W. (2017)
Learning to see people like
people: Predicting the social perception of faces.
In
Proceedings of the 39
th
Annual Conference of the Cognitive Science Society.
Austin,
TX: Cognitive Science Society
Prasad, Vishaal, Cipollini, Ben, and Cottrell, G.W. (2017)
Categorical vs
Coordinate Relationships do not reduce to spatial frequency
differences.
In
Proceedings
of the 39
th
Annual Conference of the Cognitive Science
Society.
Austin, TX: Cognitive Science Society
Wang, Yufei, Lin, Zhe, Shen, Xiaohui, Cohen, Scott, and
Cottrell, Garrison W. (2017)
Skeleton Key: Image captioning by
skeleton-attribute decomposition
. In
Computer Vision and Pattern Recognition (CVPR) 2017
pp. 1-8.
Malmir, Mohsen, Sikka, Karan, Forster, Deborah, Fasel, Ian,
Movellan, Javier R., and Cottrell, Garrison W. (2016)
Deep active object recognition by
joint label and action prediction
Computer Vision and Image Understanding
, Available
online 20 October 2016, ISSN 1077-3142.
Shan, Honghao, Tong, Matthew H., and Cottrell, Garrison W.
(2016)
A single
model explains both visual and auditory precortical coding.
arXiv:1602.08486v2 [q-bio.NC].
Wang, P., & Cottrell, G. W. (2016).
Basic level categorization
facilitates visual object recognition
, In I
nternational Conference on Learning
Representations
ICLR2016
Workshop.
Wiraatmadja, Sandy, and Cottrell, Garrison W. (2016)
Modeling
the Visual Word Form Area using a deep convolutional neural
network.
In
Proceedings of
the 38
th
Annual Conference of the Cognitive Science
Society.
Austin, TX: Cognitive Science Society
Cippollini, Ben and Cottrell, Garrison W. (2016) P
atchy
connectivity and visual processing asymmetries: A
neurodevelopmental hypothesis.
In K. Twomey, A. Smith,
G. Westermann, P. Monaghan (eds.),
Neurocomputational Models of Cognitive Development and
Processing,
Proceedings of the 14th Neural Computation and
Psychology Workshop. World Scientific.
Rao, Sanjeev Jagannatha, Wang, Yufei and Cottrell , G.W. (2016)
deep Siamese neural network learns the human-perceived similarity
structure of facial expressions without explicit categories
In
Proceedings of the 38
th
Annual Conference of the Cognitive Science Society.
Austin,
TX: Cognitive Science Society
Wang, Panqu, and Cottrell, Garrison W. (2016)
Modeling
the contribution of central versus peripheral vision in scene,
object, and face recognition.
In
Proceedings of the 38
th
Annual Conference of
the Cognitive Science Society.
Austin, TX: Cognitive
Science Society
Wang, Yufei, Lin, Zhe, Shen, Xiaohui, Mech, Radomir, Miller, Gavin,
and Cottrell, Garrison W. (2016)
Event-specific
image importance.
In
Computer
Vision and Pattern Recognition (CVPR) 2016
pp. 1-8.
Wang, Panqu, Gauthier, Isabel, and Cottrell, Garrison W. (2016)
Are face and
object recognition independent? A neurocomputational modeling
exploration
Journal of
Cognitive Neuroscience
28
:(4):558�574.
doi:10.1162/jocn_a_00919
Malmir, M., Sikka, K., Forster, D., Movellan, J. and Cottrell, G.W.
(2015)
Deep Q-learning for
active recognition of GERMS: Baseline performance on a
standardized dataset for active learning.
In Xianghua Xie,
Mark W. Jones, and Gary K. L. Tam, editors,
Proceedings of the British Machine
Vision Conference (BMVC)
, pages 161.1-161.11. BMVA Press.
Tsuchida, Tomoki and Cottrell, Garrison W. (2015)
Example selection for
dictionary learning
. In
Proceedings
of the International Conference on Learning
Representations
(ICLR 2015).
Wang, Panqu, Cottrell, Garrison W., and Kanan, Christopher (2015)
Modeling
the object recognition pathway: A deep hierarchical model using
Gnostic fields.
In
Proceedings
of the 37
th
Annual Conference of the Cognitive
Science Society.
Austin, TX: Cognitive Science Society.
French, Robert, Lukowski-Duplessy, Helle, Rieth, Cory, and Cottrell,
Garrison W. (2015)
Turn,
Turn, Turn: Perceiving global and local, clockwise and
counterclockwise rotations
. In
Proceedings of the 37
th
Annual Conference of
the Cognitive Science Society.
Austin, TX: Cognitive
Science Society.
Kanan, C., Bseiso, D., Ray, N., Hsiao, J., & Cottrell, G.
(2015)
Humans
Have Idiosyncratic and Task-specific Scanpaths for Judging Faces
Vision Research
108
:67-76.
Wang, Yufei, and Cottrell, Garrison W. (2015)
Bikers are like
tobacco shops, formal dressers are like suits: Recognizing Urban
Tribes with Caffe.
IEEE Winter Conference on
Applications of Computer Vision (WACV)
Filimon, Flavia, Rieth, Cory A., Sereno, Martin, and Cottrell,
Garrison W. (2014)
Observed,
executed, and imagined action representations can be decoded
from ventral and dorsal areas.
Cerebral Cortex
doi:
10.1093/cercor/bhu110
Shan, Honghao, and Cottrell, G.W. (2014)
Efficient visual coding:
From retina to V2.
In
Proceedings
of the International Conference on Learning Representations
(ICLR 2014).
Kanan, C.M., Ray, N.A., Bseiso, D.N.F., Hsiao, J.H., Cottrell,
G.W. (2014)
Predicting an
observer's task using Multi-Fixation Pattern Analysis.
In
Proceedings
of the Annual Eye Tracking Research & Applications Symposium
(ETRA 2014),
March, 24-26, Safety Harbor, FL.
Wang, P., Gauthier, I., and Cottrell, G.W. (2014)
Experience matters: Modeling
the relationship between face and object recognition.
In
Proceedings
of the 36th Annual Conference of the Cognitive Science Society.
Austin, TX: Cognitive Science Society.
Cipollini, B. and Cottrell, G.W. (2014)
A developmental model of
hemispheric asymmetries of spatial frequencies.
In
Proceedings
of the 36th Annual Conference of the Cognitive Science Society.
Austin, TX: Cognitive Science Society.
Winner of the 2014 Perception/Action Modeling Prize.
French, R. and Cottrell, G.W. (2014)
TRACX 2.0: A memory-based,
biologically-plausible model of sequence segmentation and chunk
extraction.
In
Proceedings of the 36th Annual Conference
of the Cognitive Science Society.
Austin, TX: Cognitive
Science Society.
Cowell, Rosemary A. and Cottrell, G.W. (2013)
What evidence supports
special processing for faces? A cautionary tale for fMRI
interpretation
Journal
of Cognitive Neuroscience
25
(11):1777-1793.
Yan, L. Elgamal, A. and Cottrell, G.W. (2013)
A sub-structure
vibration NARX neural network approach for statistical damage
inference.
Journal of
Engineering Mechanics
25
139:737-747.
Cipollini, B. and Cottrell, G.W. (2013)
Uniquely human developmental
timing may drive cerebral lateralization and interhemispheric
coupling.
In
Proceedings
of the 35th Annual Conference of the Cognitive Science Society.
Austin, TX: Cognitive Science Society.
Omigbodun, A. and Cottrell, G.W. (2013)
Is facial expression
processing holistic?
In
Proceedings
of the 35th Annual Conference of the Cognitive Science Society.
Austin, TX: Cognitive Science Society.
Wang, P. and Cottrell, G.W. (2013)
A computational model of the
development of hemispheric asymmetry of face processing.
In
Proceedings of the 35th Annual
Conference of the Cognitive Science Society.
Austin, TX:
Cognitive Science Society.
Hsiao, Janet H., Cipollini, Ben, and Cottrell, Garrison W. (2013)
Hemispheric asymmetry in
perception: A differential encoding account.
Journal of Cognitive Neuroscience
25
(7):998-1007.
Li, Rentao and Cottrell, Garrison W. (2012)
new angle on the EMPATH model: Spatial frequency orientation in
recognition of facial expressions.
In N. Miyake, D. Peebles,
& R. P. Cooper (Eds.),
Proceedings
of the 34th Annual Conference of the Cognitive Science Society
Austin, TX: Cognitive Science Society.
Yang, Ruixin and Cottrell, Garrison W. (2012)
The
influence
of risk aversion on visual decision making.
In N. Miyake, D.
Peebles, & R. P. Cooper (Eds.),
Proceedings of the 34th Annual Conference of the
Cognitive Science Society.
Austin, TX: Cognitive Science
Society.
Tsuchida, Tomoki and Cottrell, Garrison W. (2012)
Auditory
saliency
using natural statistics
. In N. Miyake, D. Peebles, & R.
P. Cooper (Eds.),
Proceedings
of the 34th Annual Conference of the Cognitive Science Society.
Austin, TX: Cognitive Science Society.
Cipollini, Benjamin, Hsiao, Janet H-W., and Cottrell, Garrison W.
(2012)
Connectivity
asymmetry
can explain visual hemispheric asymmetries in local/global,
face, and spatial frequency processing.
In N. Miyake, D.
Peebles, & R. P. Cooper (Eds.),
Proceedings of the 34th Annual Conference of the
Cognitive Science Society.
Austin, TX: Cognitive Science
Society.
Kanan C, Cottrell GW (2012)
Color-to-Grayscale:
Does the method matter in image recognition?
PLoS ONE
(1): e29740.
doi:10.1371/journal.pone.0029740
Cottrell, G.W. and Hsiao, J.H. (2011)
Neurocomputational
Models
of Face Processing.
In A.J. Calder, G. Rhodes, M. Johnson,
and J. Haxby (Eds.)
The Oxford
Handbook of Face Perception
. Oxford, UK: Oxford
University Press.
Dailey, Matthew N. Joyce, Carrie A., Lyons, Michael J., Kamachi,
Miyuki, Ishi, Hanae, Gyoba, Jiro, and Cottrell, Garrison W.
(2010).
Evidence and a computational explanation of cultural differences
in facial expression recognition.
Emotion
10
(6):874-893.
Kanan, Christopher M. & Cottrell, Garrison W. (2010).
Robust
classification
of objects, faces, and flowers using natural image statistics.
In
Proceedings of the Computer Vision and Pattern Recognition
Conference (CVPR-2010)
pp. 2472-2479, DOI:
10.1109/CVPR.2010.5539947.
Nelson, Jonathan, McKenzie, Craig, Cottrell, Garrison, and
Sejnowski, Terrence (2010)
Experience
Matters:
information
acquisition optimizes probability gain.
Psychological
Science
published online 4 June 2010 DOI:
10.1177/0956797610372637.
Flowe, Heather and Cottrell, Garrison W. (2010)
An
examination
of simultaneous lineup identification decision processes using
eye tracking.
Applied
Cognitive Psychology
published online 14 MAY 2010 DOI:
10.1002/acp.1711
Palmeri, T. and Cottrell, G.W. (2009)
Modeling Perceptual
Expertise
. In Isabel Gauthier, Michael J. Tarr, and Daniel
Bub, (Eds.) Perceptual Expertise, Oxford: Oxford University Press.
Marks, T.K., Howard, A., Bajracharya, M., Cottrell, G.W. and
Matthies, L. (2009)
Gamma-SLAM: Visual SLAM in unstructured environments using
variance grid maps.
Journal of Field Robotics
26
(1):26-51.
Cowell, R., Huber, D., and Cottrell, G.W. (2009)
Virtual
brain
reading: A connectionist approach to understanding fMRI.
In
Proceedings of the 31st Annual
Meeting of the Cognitive Science Society
Winner of the 2009
Perception/Action Modeling Prize
Zhang, L., Tong, M., and Cottrell, G.W. (2009)
SUNDAy: Saliency Using Natural Statistics for Dynamic Analysis
of Scenes.
In
Proceedings
of the 31st Annual Meeting of the Cognitive Science Society.
Hsiao, J. and Cottrell, G.W. (2009)
What
is
the cause of left hemisphere lateralization of English visual
word recognition? Pre-existing language lateralization, or task
characteristics?
In
Proceedings
of the 31st Annual Meeting of the Cognitive Science Society.
Kanan, C.M., Tong, M.H., Zhang, L. and Cottrell, G.W. (2009).
SUN:
Top-down saliency using natural statistics.
Visual
Cognition
17
, Issue 6 & 7 pp. 979-1003 (Special
Issue on eye guidance in natural scenes (B. Tatler, Ed.)).
Barrington,
L.,
Marks, T. K., Hui-wen Hsiao, J., & Cottrell, G. W. (2008).
NIMBLE: A kernel density model of saccade-based visual memory.
Journal of Vision
(14):17, 1-14,
doi:10.1167/8.14.17.
Hsiao,
Janet,
and Cottrell, Garrison W. (2009) Not all expertise is holistic,
but it may be leftist: The case of Chinese character
recognition.
Psychological Science
20
(4):455-63.
Zhang, Lingyun, Tong, Matthew H., Marks, Tim K., Shan, Honghao,
and Cottrell, Garrison W. (2008). SUN: A Bayesian Framework for
Saliency Using Natural Statistics.
Journal of Vision
(7):32,
1-20.
The code for
SUN
is
here
Hsiao,
J.
and Cottrell, G.W. (2008) Two fixations suffice in face
recognition
Psychological Science
19
(10):998-1006.
Hsiao,
J.,
Shieh, D. and Cottrell, G.W. (2008) Convergence of the visual
field split: Hemispheric modeling of face and object recognition
Journal of Cognitive Neuroscience
20
(12):2298-2307.
Hsiao,
Janet Hui-wen, Shahbazi, Reza, and Cottrell, Garrison W. (2008)
Hemispheric Asymmetry in Visual Perception Arises from
Differential Encoding beyond the Sensory Level.
In
Proceedings of the 30th Annual Meeting of the Cognitive Science
Society.
Shan,
H.
and Cottrell, G.W. (2008) Looking around the back yard helps the
recognition of faces and digits.
In
Computer Vision and
Pattern Recognition (CVPR 2008)
Marks,
T.K.,
Howard,
A., Bajracharya, M., Cottrell, G.W. and Matthies, L. (2008)
Gamma-SLAM: Using stereo vision and variance grid maps for SLAM
in unstructured environments.
In
International
Conference on Robotics and Automation (ICRA 2008)
Butko, N.J., Zhang, L. Cottrell, G.W. and Movellan, J.R. (2008)
Visual saliency model for robot cameras.
In
International
Conference on Robotics and Automation (ICRA 2008)
Here is the
code
McCleery,
J.P.,
Zhang,L.,Ge, L., Wang, Z., Christiansen, E.M., Lee,K. and
Cottrell, G.W. (2008) The roles of visual expertise and visual
input in the face inversion effect: Behavioral and
neurocomputational evidence
Vision Research
48
:703-715.
Tong,
M.H.,
Joyce, C.A., and Cottrell, G.W. (2008) Why is the fusiform face
area recruited for novel categories of expertise? A
neurocomputational investigation
Brain Research
1202:14-24
Barrington,
Luke,
Marks, Tim, and Cottrell, Garrison W. (2007) NIMBLE: a kernel
density model of saccade-based visual memory.
In Proceedings of the 29th Annual
Cognitive Science Conference, Nashville, Tennessee. Mahwah:
Lawrence Erlbaum.
Hsiao,
J.,
Cottrell, G.W., and Danke Shieh (2007) Computational
Explorations of Split Architecture in Modeling Face and Object
recognition.
In Proceedings of the 29th Annual Cognitive
Science Conference, Nashville, Tennessee. Mahwah: Lawrence
Erlbaum.
Zhang,
Lingyun,Tong,
Matthew H., and Cottrell, Garrison W. (2007) Information
attracts attention: A probabilistic account of the cross-race
advantage in visual search.
In Proceedings of the 29th
Annual Cognitive Science Conference, Nashville, Tennessee. Mahwah:
Lawrence Erlbaum.
Nelson,
Jonathan
D. and Garrison W. Cottrell (2007) A probabilistic model of eye
movements in concept formation.
Neurocomputing
70(13-15):2256-2272.
Tong MH, Bickett AD, Christiansen EM, Cottrell GW. (2007)
Learning grammatical structure with Echo State Networks.
Neural Networks
20(3):424-432.
Shan,
Honghao,
Zhang, Lingyun and Garrison W. Cottrell (2007) Recursive ICA.
In Advances in Neural Information Processing Systems 19. MIT
Press, Cambridge, MA.
Cottrell,
Garrison
W. (2006) New life for neural networks.
Science
. 313(5786):454-5.
Barrington, Luke and Garrison W. Cottrell (2006) Automatic
visual integration: Defragmenting the face.
In Proceedings
of the 28th Annual Cognitive Science Conference, Vancouver, BC,
Canada. Mahwah: Lawrence Erlbaum.
Zhang,
Lingyun
and Garrison Cottrell (2006) Look Ma! No network: PCA of gabor
filters models the development of face discrimination.
In
Proceedings of the 28th Annual Cognitive Science Conference,
Vancouver,BC, Canada. Mahwah: Lawrence Erlbaum.
Joyce,
Carrie
A., Schyns, Philippe G., Gosselin, Frederic, Cottrell, Garrison
W., Rossion, Bruno (2006) Early selection of diagnostic facial
information in the human visual cortex.
Vision Research
46(6-7):800-813....And, we got the
cover!
Inazawa,
H.
and Cottrell, Garrison W. (2006) Phase space learning in an
autonomous dynamical neural network
Neurocomputing
, 69(16-18):2340-2345.
Laakso, Aarre and Garrison W. Cottrell (2006) Churchland on
connectionism. (draft)
In Brian L. Keeley (Ed).
Paul
Churchland (Contemporary Philosophy in Focus).
New York:
Cambridge University Press.
Dollar, Piotr, Rabaud, Vincent, Cottrell, Garrison W., and Serge
Belongie (2005) Behavior recognition via sparse spatio-temporal
features.
In
Proceedings of the Joint IEEE Workshop on
Visual Surveillance and Performance Evaluation of Tracking and
Surveillance (VS-PETS)
, Beijing, China.
Tong,
Matthew
H., Joyce, Carrie A. and Garrison W. Cottrell (2005) Are
Greebles special? Or, why the Fusiform Fish Area would be
recruited for sword expertise (if we had one).
In
Proceedings of the 27th Annual Cognitive Science Conference, La
Stresa, Italy. Mahwah: Lawrence Erlbaum.
Winner of the 2005
Marr Prize for best student paper.
Haque, AfmZakaria and Garrison W. Cottrell (2005) Modeling the
Other Race Advantage.
In Proceedings of the 27th Annual
Cognitive Science Conference, La Stresa, Italy. Mahwah: Lawrence
Erlbaum.
Lake, Brenden M. and Garrison W. Cottrell (2005) Age of
Acquisition in Facial Identification: A connectionist approach.
In Proceedings of the 27th Annual Cognitive Science
Conference, La Stresa, Italy. Mahwah: Lawrence Erlbaum.
Nguyen, Nam and Garrison W. Cottrell (2005) Owls and Wading
Birds: Generalization gradients in expertise
In Proceedings
of the 27th Annual Cognitive Science Conference, La Stresa, Italy.
Mahwah: Lawrence Erlbaum.
Zhang, Lingyun and Garrison W. Cottrell (2005) Holistic
processing develops because it is good.
In Proceedings of
the 27th Annual Cognitive Science Conference, La Stresa, Italy.
Mahwah: Lawrence Erlbaum.
Zhang, Lingyun and Garrison W. Cottrell (2005) A computational
model which learns to selectively attend in category learning.
In Proceedings of the 4th IEEE International Conference on
Development and Learning (ICDL05), Osaka, Japan.
Smith,
Marie L., Cottrell, Garrison W., Gosselin, Frederic, and Schyns,
Philippe G. (2005) Transmitting and Decoding Facial Expressions
Psychological Science
16(3):184-189.
Zhang, Lingyun, and Garrison W. Cottrell (2004) Seeing blobs as
faces or letters: Modeling effects on discrimination.
In
Proceedings of the 2004 International Conference on Development
and Learning, La Jolla, CA, October, 2004.
Zhang, Lingyun, and Garrison W. Cottrell (2004) When holistic
processing is not enough: Local features save the day.
In
Proceedings of the 26th Annual Cognitive Science Conference,
Chicago, Illinois. Mahwah: Lawrence Erlbaum.
Tran, Brian, Joyce, Carrie A., and Garrison W. Cottrell (2004)
Visual expertise depends on how you slice the space.
In
Proceedings of the 26th Annual Cognitive Science Conference,
Chicago, Illinois. Mahwah: Lawrence Erlbaum.
Carrie
Joyce and Garrison W. Cottrell (2004) Solving the visual
expertise mystery
In
In Connectionist Models of
Cognition and Perception II: Proceedings of the Eighth Neural
Computation and Psychology Workshop
, Howard Bowman and
Christophe Labiouse (Eds.), World Scientific.
Bruno
Rossion,
Carrie A. Joyce, Garrison W. Cottrell and Michael J. Tarr (2003)
Early lateralization and orientation tuning for face, word, and
object processing in the visual cortex.
Neuroimage
20(3):1609-1624.
Adam Taylor, Garrison W. Cottrell, David Kleinfeld and William
Kristan (2003) Imaging reveals synaptic targets of a
swim-terminating neuron in the leech CNS.
Journal of
Neuroscience
23:11402-11410.
Eric Wiewiora, Garrison W. Cottrell, and Charles Elkan (2003)
Principled
methods for advising reinforcement learning agents.
In
Proceedings of the The Twentieth International Conference
on Machine Learning (ICML-2003)
, Tom Fawcett and Nina
Mishra (Eds.), pp. 792-799, Washington, DC: AAAI Press.
Cottrell, G.W. (2003)
Attractor Networks
In Lynn Nadel (Ed.)
Encyclopedia of
Cognitive Science
, London: Nature Publishing Group, pp.
253-262.
Dailey, Matthew N., Cottrell, Garrison W., Padgett, Curtis, and
Ralph Adolphs (2002)
EMPATH: A neural network that
categorizes facial expressions.
Journal of
Cognitive Neuroscience
14(8):1158-1173.
Cottrell,
Garrison W., Branson, Kristin and Andrew J. Calder (2002)
Do
expression and identity need separate representations?
In Proceedings of the 24th Annual Cognitive Science Conference,
Fairfax, Virginia. Mahwah: Lawrence Erlbaum.
Taylor,
Adam L., Cottrell, Garrison W., and Kristan, William B. Jr.
(2001) Analysis of oscillations in a reciprocally inhibitory
network with synaptic depression
Neural
Computation
4(3):561-581.
Anderson, Karen L. and Cottrell, Garrison W. (2001)
Age of
Acquisition in Connectionist Networks. (ps)
[click
here
for pdf version]
In Proceedings of the 23rd Annual Cognitive
Science Conference, Edinburgh, Scotland, pp. 27-32. Mahwah:
Lawrence Erlbaum.
Smith, Mark A., Cottrell, Garrison W. and Anderson, Karen L.
(2001) The early word catches the weights.
In
Advances
in Neural Information Processing Systems
13, pp. 52-58. MIT
Press, Cambridge, MA.
Sugimoto, Maki and
Cottrell, Garrison W. (2001)
Visual Expertise is a General
Skill.
In Proceedings of the 23rd Annual Cognitive
Science Conference, Edinburgh, Scotland, pp. 994-999. Mahwah:
Lawrence Erlbaum.
Laakso, Aarre and Cottrell, Garrison W. (2000)
Content
and
cluster analysis: Assessing representational similarity in
neural systems.
Philosophical Psychology
13(1):47-76.
Dailey, M.N., Cottrell, G.W., & Adolphs, R. (2000),
six-unit network is all you need to discover happiness.
In Proceedings of the 22nd Annual Cognitive Science
Conference, Philadelphia, PA, pp. 101-106, Mahwah: Lawrence
Erlbaum.
Milostan, J.C., Cottrell, G.W., & Ferreira, V. (2000),
Neighborhood and position effects interact in naming latency.
click
here
for PDF Version
In Proceedings of the 22nd Annual
Cognitive Science Conference, Philadelphia, PA, pp. 353-357,
Mahwah: Lawrence Erlbaum.
Noelle, D.C. & Cottrell, G.W. (2000),
Individual
differences in exemplar-based interference during instructed
category learning.
click
here
for PDF Version
In Proceedings of the 22nd Annual
Cognitive Science Conference, Philadelphia, PA, pp.358-363,
Mahwah: Lawrence Erlbaum.
Morris, William C., Cottrell, Garrison W. and Elman, Jeffrey L.
(2000)
A connectionist simulation of
the empirical acquisition of grammatical relations
. In
Stefan Wermter and Ron Sun (Eds.),
Hybrid Neural Symbolic Integration
Springer-Verlag. pp. 175-193.
Dailey, Matthew N. and Cottrell, Garrison W. (1999)
PCA = Gabor for expression
recognition.
UCSD Computer Science and Engineering
Technical Report CS-629.
Dailey, M.N. and Cottrell, G.W. (1999) Prosopagnosia in modular
neural network models. In J. Reggia, E. Ruppin, and D. Glanzman
(Eds.),
Neural Models of Brain
and Cognitive Disorders
, pp. 165-184. (Else- vier�s
Progress in Brain Research series, Vol 121.)
Dailey,
Matthew N. and Cottrell, Garrison W. (1999) Organization of Face
and Object Recognition in Modular Neural Networks.
Neural
Networks
12(7-8):1053-1074.
Morris, William C. and Cottrell, Garrison W. (1999)
The empirical acquisition of
grammatical relations
. In Martin Hahn and Scott C.
Stoness (Eds.), Proceedings of the 21st Annual Cognitive Science
Society Conference, Vancouver, BC, Canada. Lawrence Erlbaum,
Mahwah, NJ. pp. 438-443.
Dailey, Matthew N., Cottrell, Garrison W. and Busey, Thomas A.
(1999)
Facial memory is kernel density estimation
(almost).(263k)
pdf
version
In M.S. Kearns, S.A. Solla, and D.A. Cohn, (Eds.),
Advances in Neural Information Processing Systems 11, pp. 24-30.
MIT Press, Cambridge, MA.
Vogt, Christopher C. and Cottrell, Garrison W. (1999)
Fusion via a linear
combination of scores.
Information Retrieval
:3(153-173).
Vogt, Christopher C., Cottrell, Garrison W., Belew, Richard K.
and Bartell, Brian T. (1999)
User Lenses: Achieving 100% precision on frequently asked
questions
In
User Modeling: Proceedings of the Seventh
International Conference
, Banff, (pp. 87-96). Springer: New
York.
Anderson, Karen, Milostan, Jeanne C. and Cottrell, Garrison W.
(1998) Assessing the contribution of representation to results.
In
Proceedings of the
Twentieth Annual Cognitive Science Conference
, Madison,
WI, Mahwah: Lawrence Erlbaum.
Clouse, Daniel S. and Cottrell, Garrison W. (1998) Regularities
in a Random Mapping from Orthography to Semantics.
In
Proceedings of the Twentieth Annual
Cognitive Science Conference
, Madison, WI, Mahwah:
Lawrence Erlbaum.
Dailey, Matthew N., Cottrell, Garrison W. and Busey, Thomas A.
(1998) Eigenfaces for familiarity.
In
Proceedings of the Twentieth Annual
Cognitive Science Conference
, Madison, WI, Mahwah:
Lawrence Erlbaum.
Laakso, Aarre and Cottrell, Garrison W. (1998) How can I know
what You think?: Assessing representational similarity in neural
systems.
In
Proceedings
of the Twentieth Annual Cognitive Science Conference
Madison, WI, Mahwah: Lawrence Erlbaum.
Padgett, Curtis and Cottrell, Garrison W. (1998) A simple neural
network models categorical perception of facial expressions.
In
Proceedings of the Twentieth
Annual Cognitive Science Conference
, Madison, WI, Mahwah:
Lawrence Erlbaum.
Figure
(we can't get it to print properly in the paper!).
Vogt, Christopher C. and Cottrell, Garrison W. (1998)
Predicting
the performance of linearly combined IR systems. (preprint),
In
Proceedings of the 21st ACM Meeting of the Special Interest
Group on Information Retrieval (SIGIR-98),
pp. 190-196,
Melbourne, Australia.
Vogt, Christopher C. and Cottrell, Garrison W.(1998)
Fusion via linear combination for
the routing problem.
In Donna K. Harmon (Ed.),
The
Proceedings of the Sixth Text Retrieval Conference (TREC-6)
National Institute of Standards and Technology, Gaithersberg, MD.,
NIST Special Publication, 500-240.
Dailey, Matthew N. and Cottrell, Garrison W. (1998)
Task and
spatial frequency effects on face specialization.
In
Michael I. Jordan, Michael J. Kearns and Sara A. Solla
(Eds.)
Advances in Neural Information Processing Systems 10
MIT Press, Cambridge, MA.
Milostan, Jeanne C. and Cottrell, Garrison W. (1998)
Serial Position in Single Word Pronunciation: Connectionist
Models and Neighborhood Structure.
In Michael I. Jordan,
Michael J. Kearns and Sara A. Solla
(Eds.)
Advances
in Neural Information Processing Systems 10
, MIT Press,
Cambridge, MA.
Bartell, Brian T., Cottrell, Garrison W., and Richard K. Belew.
(1998)
Optimizing similarity using relevance feedback.
Journal of the American Society for
Information Science
49
(8):742-761.
Vogt, Christopher C., Cottrell, Garrison W., Belew, Richard K.,
and Bartell, Brian T. (1997) Using relevance to train a linear
mixture of experts. In Donna K. Harman (Ed.),
The Proceedings of the Fifth Text
REtrieval Conference (TREC-5)
, National Institute of
Standards and Technology, Gaithersberg, MD., NIST Special
Publication, pp. 503-515.
Jackson, D. and Cottrell, G.W. (1997)
Attention and U-shaped
learning in the acquisition of the past tense.
In
Proceedings of the Nineteenth Cognitive Science Conference
(COGSCI-97)
, Stanford, CA, Mahwah: Lawrence Erlbaum.
Dailey, Matthew N., Cottrell, Garrision W. and Padgett, Curtis
(1997)
A mixture of
experts model exhibiting prosopagnosia.
In
Proceedings
of the Nineteenth Annual Cognitive Science Society Conference
pp. 155-160. Stanford, CA, Mahwah: Lawerence Erlbaum.
Padgett, Curtis and Cottrell, Garrison W. (1997)
Representing
face images for emotion classification
. In
Advances in Neural Information
Processing Systems 9
, pp. 894-900. MIT Press, Cambridge,
MA.
Nguyen, M.H. and G.W. Cottrell (1997)
Tau Net: A neural network for modeling temporal variability.
Neurocomputing
15
:249-271.
Clouse, Daniel S., Giles, Lee C., Horne, Bill G. and Cottrell, G.
W. (1997) Time-delay neural networks: Representation and induction
of finite state machines.
IEEE
Transactions on Neural Networks
Clouse, Daniel S., Giles, Lee C., Horne, Bill G. and Cottrell, G.
W. (1997) Representation and induction of finite state machines
using time-delay neural networks. In Michael C. Mozer, Michael I.
Jordan, and Thomas Petsche (eds.)
Advances in Neural Information Processing Systems 9
pp. 403-409. MIT Press: Cambridge, MA, 1997.
Plutowski, M.E., Cottrell, G.W., and White, H. (1996)
Experience with selecting exemplars from clean data.
Neural
Networks
(2):273-294.
Garrison W. Cottrell (Ed.)
Proceedings
of the Eighteenth Annual Cognitive Science Conference
San Diego, CA, Mahwah: Lawrence Erlbaum.
Clouse, Daniel S. and Cottrell, Garrison W. (1996)
Discrete Multi-Dimensional Scaling.
In
Proceedings of the Eighteenth
Cognitive Science Conference
, San Diego, CA. pp. 290-294,
Mahwah: Lawrence Erlbaum.
Dan Jackson, Rodger M. Constandse and Garrison W. Cottrell
(1996)
Selective Attention in the Acquisition of the Past Tense.
In
Proceedings of the Eighteenth
Cognitive Science Conference
, San Diego, CA. pp. 183-188,
Mahwah: Lawrence Erlbaum.
David C. Noelle and Garrison W. Cottrell (1996)
In Search of Articulated Attractors.
In
Proceedings of the Eighteenth Annual
Cognitive Science Conference
, San Diego, CA, pp. 329-334,
Mahwah: Lawrence Erlbaum.
David C. Noelle, Garrison W. Cottrell (1996)
Modeling
Interference Effects in Instructed Category Learning.
In
Proceedings of the Eighteenth Annual
Cognitive Science Conference,
San Diego, CA, 475-483,
Mahwah: Lawrence Erlbaum.
Curtis Padgett, Garrison W. Cottrell and Ralph Adolphs (1996)
Categorical Perception in Facial Emotion Classification.
In
Proceedings of the Eighteenth
Annual Cognitive Science Conference
, San Diego, CA, pp.
249-253, Mahwah: Lawrence Erlbaum.
Vogt, Christopher C., Cottrell, Garrison W., Belew, Richard K.,
and Bartell, Brian T. (1996)
Using
relevance to train a linear mixture of experts.
In Donna K.
Harman (ed.),
The Proceedings of the Fifth Text Retrieval
Conference (TREC-5)
, National Institute of Standards and
Technology, Gaithersberg, MD. , NIST Special Publication,
pp.503-515.
Tsung, F-S. & Cottrell, G.W. (1995) Learning in recurrent
finite difference networks.
International
Journal of Neural Systems
, pp 249-256.
Noelle, David and Cottrell, G.W. (1995) A connectionist model of
instruction following. In
Proceedings
of the Seventeenth Annual Cognitive Science Society Conference
Pittsburgh, PA, pp 369-374, Mahwah: Lawrence Erlbaum.
Keiji Yamada and Garrison W. Cottrell (1995)
A model of scan paths applied to face recognition.
In
Proceedings of the Seventeenth
Annual Cognitive Science Conference
, Pittsburgh, PA, pp.
55-60, Mahwah: Lawrence Erlbaum.
Bartell, Brian T., Cottrell, Garrison W., and Richard K. Belew.
(1995)
Representing documents using an explicit model of their
similarities.
Journal of
the American Society for Information Science
46
(4):254-271.
Tsung, Fu-Sheng & Cottrell, G.W. (1995)
Phase
space learning
. In Tesauro, D.S. Touretzky and T.K. Leen
(Eds.)
Advances in Neural
Information Processing Systems 7
, MIT Press: Cambridge,
MA.
Bartell, B., Cottrell, G.W. and Belew, R. (1995)
Learning to Retrieve Information.
In Niklasson, Lars and
Mikael Boden (Eds.)
Current
trends in connectionism: Proceedings of the Swedish Conference
on Connectionism
, LEA: Hillsdale.
Ash, T. and Cottrell, G.W. (1995) Topology-modifying neural
network algorithms. Michael Arbib (Ed.)
Handbook of Brain Theory and Neural Networks
MIT Press.
Cottrell, G.W., & Plunkett, K. (1994)
Acquiring the mapping from meanings to sounds.
Connection Science
(4):379-412.
Bartell, Brian T., Cottrell Garrison W., and Richard K. Belew
(1994)
Automatic
combination
of multiple ranked retrieval systems.
In
Proceedings of Special Interest
Group on Information Retrieval (SIGIR-94)
, Dublin,
Ireland, ACM Press.
Bartell, Brian T., Cottrell Garrison W., and Richard K. Belew
(1994)
Learning the optimal parameters in a ranked retrieval system
using multi-query relevance feedback.(244K)
In
Proceedings of the Symposium on
Document Analysis and Information Retrieval (DAIR-94)
Las Vegas.
Noelle, David and Cottrell, G.W. (1994) Towards Instructable
Connectionist Systems. In Ron Sun and Larry Bookman (Eds.)
Computational Architectures
Integrating Neural and Symbolic Processes
. Dordrecht:
Kluwer.
Valentin, D., Abdi, H., O�Toole, A.J., & Cottrell, G.W.
(1994) Connectionist models of face processing: A survey.
Pattern Recognition,
pp.
1-22.
Metcalfe, J., Mencl, W.E. and Cottrell, G.W. (1994) Cognitive
Binding. D.L. Schacter and E. Tulving (Eds.)
Memory Systems
, Cambridge,
MA: MIT Press. (pp. 369-394).
DeMers, D. and Cottrell, G.W. (1993)
Nonlinear dimensionality reduction.
In Hanson,
Cowan and Giles (Eds.)
Advances
in Neural Information Processing Systems 5
, Morgan
Kaufmann, San Mateo, CA, pp 580-587.
Cottrell, G. (1993) From symbols to neurons: Are we there yet?
Commentary on Shastri, L. & Ajjanaggadde, V. (1993) From
simple associations to systematic reasoning: A connectionist
representation of rules, variables, and dynamic bindings using
temporal synchrony.
Behavior
and Brain Sciences
, 16.
Cottrell, G. Nguyen, M.H. & Tsung, F-S. (1993) Dynamic Rate
Adaptation.
Artificial
Intelligence Review
7,
pp. 271-283.
Cottrell, G. (1993) Connectionist approaches to natural language
processing. In
Encyclopaedia of
Language and Linguistics
, pp. 698-706, Oxford: Pergammon
Press.
Tsung, F-S. & Cottrell, G.W., (1993) Hopf bifurcation and
Hopf hopping in recurrent nets,
IEEE
International Conference on Neural Networks
, San
Francisco, Mar 28-Apr 1, 1993.
Tsung, Fu-Sheng and Cottrell, G.W. (1993) Learning temporal
signals in phase space. Invited paper in the
Proceedings of the 1993
International Symposium on nonlinear theory and its applications
NOLTA �93
). Honolulu,
Hawaii, December 5-10, 1993, pp. 1027-1032.
Cottrell, G.W., Nguyen, M.H. & Tsung, F-S. (1993)
Tau Net:
The way to do is to be.
In
Proceedings
of the Fifteenth Annual Cognitive Science Society Conference
Boulder, CO.
Nguyen, M.H. and G.W. Cottrell (1993) A technique for adapting to
speech rate. In C.A. Kamm, G.M. Kuhn, B. Yoon, R. Chellappa, and
S.Y. Kung, (Eds.),
Proceedings
of the IEEE Workshop on Neural Networks for Signal Processing
IEEE Press.
Tsung, Fu-Sheng & Cottrell, G.W. (1993)
Phase space learning for recurrent networks
Technical Report CS93-285, Dept. of Computer Science &
Engineering, University of California, San Diego. (Longer version
of the above, but without some of the multiple attractor results).
Cottrell, G.W. and Tsung, Fu-Sheng (1993)
Learning
Simple
Arithmetic Procedures.
Connection Science
5(1):37-58.
Plutowski, M.E., Cottrell, G.W., and White, H. (1993)
Learning Mackey Glass from 25
examples, plus or minus 2.
In Hanson, Cowan, and Giles
(Eds.)
, Advances in Neural
Information Processing Systems 6
, Morgan Kaufmann, San
Mateo, CA.
Cottrell, G.W., Tsung, F-S., & Nguyen, M. (1992) Dynamic Rate
Adaptation. Invited paper in the preprints of the
First Swedish National Conference on
Connectionism
, University of Skovde, Skovde, Sweden.
Revised version published in L.F.Niklasson and M.B. Boden, (Eds.),
Connectionism in a Broad
Perspective
, (1994) Ellis
Horwood.
Metcalfe, J., Cottrell, G.W., & Mencl, W.E. (1992) Cognitive
Binding: A computational-modeling analysis of the distinction
between implicit and explicit memory systems.
Journal of Cognitive Neuroscience
4, pp 289-298.
Bartell, Brian B., Cottrell, G.W. & Belew, R. (1992)
Latent Semantic Indexing is
an Optimal Special Case of Multidimensional Scaling.
In
Proceedings of Special Interest
Group on Information Retrieval
, Copenhagen, Denmark, ACM
Press.
Cottrell, G.W., and Metcalfe, J.(1991)
EMPATH: Face, emotion, and gender
recognition using holons
In Lippmann, Moody, and Touretzky
(Eds.),
Advances in Neural
Information Processing Systems 3
, Morgan Kaufmann, San
Mateo, CA.
Biafore, S., Cottrell, G., Focht, L. Kaufman, K., Wyatt, M. &
Sutherland, D. (1991) Neural network analysis of gait dynamics.
Journal of Bone and Joint Surgery.
Bartell, B. & Cottrell, G.W. (1991)
A model of symbol
grounding in a temporal environment.
In
Proceedings of the International Joint
Conference on Neural Networks
, Seattle, Washington, June,
1991.
Bartell, B., Cottrell, G.W., & Elman J. (1991) The role of input
and target similarity in assimilation. In
Proceedings of the Thirteenth Annual Cognitive Science
Society Conference
, pp. 322-327. Chicago, IL.
Cottrell, G.W., & Plunkett, K. (1991) Learning the past tense in
a recurrent network: Acquiring the mapping from meanings to sounds.
In P
roceedings of the Thirteenth
Annual Cognitive Science Society Conference
, pp. 328-333,
Chicago, IL.
Cottrell, G. (1990). Extracting features from faces using
compression networks. In Touretzky, D.S., Elman, J.L., Sejnowski,
T.J. and Hinton G.E. (Eds.)
Proceedings
of the 1990 Connectionist Models Summer School
, pp.
328-337. San Mateo: Morgan Kaufmann.
Cottrell, G., Bartell, B. & C. Haupt (1990)
Grounding
meaning in perception
. In P
roceedings
of the 14th German Workshop on AI
, H. Marburger (Ed.), pp.
307-321. Berlin: Springer Verlag.
Cottrell, G.W. & Fleming, M.K. (1990) Face recognition using
unsupervised feature extraction. In
Proceedings of the International Neural Network
Conference
, pp 322-325. Paris, France. Dordrecht: Kluwer.
Fleming, M.K., Cottrell, G.W. (1990)
Categorization of
faces using unsupervised feature extraction.
In
Proceedings of the International Joint Conference on
Neural Networks,
San Diego, CA, June. Ann Arbor, MI: IEEE
Neural Network Council. (Vol.2, pp. 65-70)
DOI: 10.1109/IJCNN.1990.137696
Tsung, Fu-Sheng, Cottrell, G., and Selverston (1990). Some
experiments on learning stable network oscillations. In
Proceedings of the International Joint
Conference on Neural Networks
, San Diego, CA, June, 1990.
Hare, M., Corina, D. and Cottrell, G. (1989). A connectionist
perspective on prosodic structure. In
Proceedings of fifteenth meeting of the Berkeley
Linguistic Society
. Also appeared in the newsletter of the
Center for Research in Language, University of California San Diego.
Cottrell, G. (1989).
connectionist approach to word sense disambiguation
London: Pitman.
Cottrell, G. (1989). Toward connectionist semantics. In Yorick Wilks
(Ed.),
Theoretical Issues in
Natural
Language Processing
Hillsdale: Lawrence Erlbaum.
Lockery, S.R., Wittenberg, G., Kristan, W. & Cottrell, G.W.
(1989). Function of identified interneurons in the leech elucidated
using networks trained by back-propagation.
Nature
340
, 468-471.
Cottrell, G. and Tsung, Fu-sheng (1989) Learning simple arithmetic
procedures. In
Proceedings of the
Eleventh Annual Cognitive Science Society Conference
, Ann
Arbor, MI, 58-65.
Tsung, Fu-Sheng and Cottrell, G. (1989) A sequential adder using
recurrent networks. In
Proceedings
of the International Joint Conference on Neural Networks
Washington, D.C.
Kristan, W.B. Jr., Lockery, S.R., Wittenberg, G. and Cottrell, G.W.
(1989). Behavioural choice - in theory and in practice. In R.
Durbin, C. Miall, and G. Michison, (Eds.)
The computing neuron,
Wokingham: Addison-Wesley.
Cottrell, G.W., Munro. P., Zipser, D. (1989)
Image compression by back propagation: A
demonstration of extensional programming.
Noel Sharkey (Ed.)
Models of Cognition
A review of Cognitive Science
Vol. 1, Norwood: Ablex, pp. 208-240.
Small, S., Cottrell, G. and Tanenhaus, M. (Eds.) (1988)
Lexical ambiguity resolution:
Perspectives from Artificial Intelligence, Psychology and
Neurolinguistics.
San Mateo: Morgan Kaufman.
Cottrell, G.W. and Willen, D. (1988) Image compression with visual
system constraints. (Abstract) In
Proceedings
of the 1st Annual meeting of the International Neural Network
Society
, Cambridge, Ma. Published in a supplement of Neural
Networks.
Cottrell, G.W. (1988) Analysis of image compression by back
propagation. In
Proceedings of
the Workshop on Neural Architectures for Computer Vision
at
AAAI-88, Minneapolis, Minn. AAAI-88
Cottrell, G.W. and Munro, P. (1988) Principal components analysis of
images via back propagation. Invited paper in
Proceedings of the Society of
Photo-Optical Instrumentation Engineers
, pp. 1070-1077.
Cam- bridge, MA.
Cottrell, G. (1987).
Toward
connectionist semantics.
Invited paper in Yorick Wilks
(Ed.),
Theoretical Issues in
Natural Language Processing-3: Position Papers
, Las
Cruces, New Mexico, LEA: Erlbaum.
Cottrell, G., Munro, P. and Zipser D. (1987) Learning internal
representations from gray-scale images: An example of extensional
programming. In
Proceedings of
the Ninth Annual Cognitive Science Society Conference
Seattle, Wa, pp. 461-473.
Cottrell, G. (1985). Connectionist parsing. In
Proceedings of the Seventh Annual
Cognitive Science Society Conference
, Irvine, CA.
Cottrell, G. (1985). Parallelism in inheritance hierarchies with
exceptions. In
Proceedings of
the Eighth International Joint Conference on Artificial
Intelligence
, Los Angeles, CA.
Cottrell, G. (1985). Implications of connectionist parsing for
aphasia. In
Proceedings of the
Ninth Annual Symposium on Computer Applications in Medical Care
Baltimore, MD.
Cottrell, G. (1985). A connectionist approach to word sense
disambiguation (Tech. Rep. No. 154). Rochester: University of
Rochester, Department of Computer Science. Revised version
published 1989 in the Pitman Publishers Research Notes in
Artificial Intelligence Series.
Cottrell, G., Small, S. (1984) Viewing parsing as word sense
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Some of the work above is based upon work supported by the
National Science Foundation under Grants No. SMA 1041755,
SBE-0542013, DGE-0333451, IRI 92-21276, IRI 92-03532, and
EIA-9617307. Any opinions, findings and conclusions or
recomendations expressed in this material are those of the
author(s) and do not necessarily reflect the views of the National
Science Foundation (NSF). Some of the work above is based upon
work supported by the National Institutes of Health under grant
number MH5707. Any opinions, findings and conclusions or
recomendations expressed in this material are those of the
author(s) and do not necessarily reflect the views of the National
Institutes of Health.