Jeff Orchard

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 31

Top Topics

Hopfield Networks

Symbolic Regression

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Ehsan Ganjidoost, Mallory A. Snow, Jeff Orchard
Online Training of Hopfield Networks using Predictive Coding. CoRR (2024)
P. Michael Furlong, Nicole Sandra-Yaffa Dumont, Jeff Orchard
. NICE (2024)
Jeff Orchard, Russell Jarvis
Hyperdimensional Computing with Spiking-Phasor Neurons. CoRR (2023)
Jeff Orchard, Russell Jarvis
Hyperdimensional Computing with Spiking-Phasor Neurons. ICONS (2023)
Mallory A. Snow, Jeff Orchard
Biological Softmax: Demonstrated in Modern Hopfield Networks. CogSci (2022)
Nicole Sandra-Yaffa Dumont, Jeff Orchard, Chris Eliasmith
A model of path integration that connects neural and symbolic representation. CogSci (2022)
Madeleine Bartlett, Terrence C. Stewart, Jeff Orchard
Biologically-Based Neural Representations Enable Fast Online Shallow Reinforcement Learning. CogSci (2022)
Adam Safron, Zahra Sheikhbahaee, Nick J. Hay, Jeff Orchard, Jesse Hoey
Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agents. IWAI (2022)
Bing Chen, Mazharul Islam, Lin Wang, Jisuo Gao, Jeff Orchard
Deconvolutional Density Network: Free-Form Conditional Density Estimation. CoRR (2021)
Lin Wang, Junteng Zheng, Jeff Orchard
Evolving Generalized Modulatory Learning: Unifying Neuromodulation and Synaptic Plasticity. IEEE Trans. Cogn. Dev. Syst. 12 (4) (2020)
Roya Allison Cody, Bryan A. Tolson, Jeff Orchard
Detecting Leaks in Water Distribution Pipes Using a Deep Autoencoder and Hydroacoustic Spectrograms. J. Comput. Civ. Eng. 34 (2) (2020)
Wei Sun, Jeff Orchard
A Predictive-Coding Network That Is Both Discriminative and Generative. Neural Comput. 32 (10) (2020)
Jeff Orchard, Wei Sun
Making Predictive Coding Networks Generative. CoRR (2019)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
PixelBNN: Augmenting the PixelCNN with Batch Normalization and the Presentation of a Fast Architecture for Retinal Vessel Segmentation. J. Imaging 5 (2) (2019)
Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard
A Novel Continuous Representation of Genetic Programmings using Recurrent Neural Networks for Symbolic Regression. CoRR (2019)
Lin Wang, Jeff Orchard
Investigating the Evolution of a Neuroplasticity Network for Learning. IEEE Trans. Syst. Man Cybern. Syst. 49 (10) (2019)
Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming. ICANN (2) (2019)
Rey Wiyatno, Jeff Orchard
Style Memory: Making a Classifier Network Generative. ICCI*CC (2018)
David Xu, Andrew Clappison, Cameron Seth, Jeff Orchard
Symmetric Predictive Estimator for Biologically Plausible Neural Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Rey Wiyatno, Jeff Orchard
Style Memory: Making a Classifier Network Generative. CoRR (2018)
Peng Wu, Jeff Orchard
Using Flexible Neural Trees to Seed Backpropagation. ICONIP (1) (2017)
Eric Hunsberger, Victor Reyes Osorio, Jeff Orchard, Bryan P. Tripp
Feature-Based Resource Allocation for Real-Time Stereo Disparity Estimation. IEEE Access 5 (2017)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation. CoRR (2017)
Jeff Orchard, Louis Castricato
Combating Adversarial Inputs Using a Predictive-Estimator Network. ICONIP (2) (2017)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
Segmentation and feature extraction of retinal vascular morphology. Medical Imaging: Image Processing (2017)
Lin Wang, Bo Yang, Yuehui Chen, Xiaoqian Zhang, Jeff Orchard
Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning. IEEE Trans. Neural Networks Learn. Syst. 28 (10) (2017)
Lin Wang, Jeff Orchard, Bo Yang, Ajith Abraham
Improving gene expression programming using diversity preservation tournament and its application in grid cell modeling. SMC (2016)
Lin Wang, Bo Yang, Jeff Orchard
Particle swarm optimization using dynamic tournament topology. Appl. Soft Comput. 48 (2016)
Jeff Orchard, Lin Wang
The evolution of a generalized neural learning rule. IJCNN (2016)
Lin Wang, Bo Yang, Jeff Orchard
Discovering grid-cell models through evolutionary computation. CEC (2016)
Jeff Orchard
Oscillator-Interference Models of Path Integration Do Not Require Theta Oscillations. Neural Comput. 27 (3) (2015)
Jeff Orchard, Hao Yang, Xiang Ji
Navigation by Path Integration and the Fourier Transform: A Spiking-Neuron Model. Canadian Conference on AI (2013)
Xiang Ji, Shrinu Kushagra, Jeff Orchard
Sensory Updates to Combat Path-Integration Drift. Canadian Conference on AI (2013)
Jeff Orchard, Hao Yang, Xiang Ji
Does the Entorhinal Cortex use the Fourier Transform? Frontiers Comput. Neurosci. 7 (2013)
Bryan P. Tripp, Jeff Orchard
Population coding in sparsely connected networks of noisy neurons. Frontiers Comput. Neurosci. 6 (2012)
Jeff Orchard, Richard Mann
Registering a MultiSensor Ensemble of Images. IEEE Trans. Image Process. 19 (5) (2010)
Yanwei Wang, Jeff Orchard
On the use of the Stockwell transform for image compression. Image Processing: Algorithms and Systems (2009)
Yanwei Wang, Jeff Orchard
Fast Discrete Orthonormal Stockwell Transform. SIAM J. Sci. Comput. 31 (5) (2009)
Jeff Orchard, Laure Jonchery
Ensemble registration: aligning many multi-sensor images simultaneously. Image Processing: Algorithms and Systems (2009)
Yanwei Wang, Jeff Orchard
The discrete orthonormal Stockwell transform for image restoration. ICIP (2009)
Alexander Wong, Jeff Orchard
Robust Multimodal Registration Using Local Phase-Coherence Representations. J. Signal Process. Syst. 54 (1-3) (2009)
Alexander Wong, Jeff Orchard
Efficient FFT-Accelerated Approach to Invariant Optical-LIDAR Registration. IEEE Trans. Geosci. Remote. Sens. 46 (11) (2008)
Alexander Wong, Jeff Orchard
A nonlocal-means approach to exemplar-based inpainting. ICIP (2008)
Jeff Orchard, Craig S. Kaplan
Cut-out image mosaics. NPAR (2008)
Jeff Orchard
Multimodal image registration using floating regressors in the joint intensity scatter plot. Medical Image Anal. 12 (4) (2008)
Jeff Orchard, John T. W. Yeow
Toward a Flexible and Portable CT Scanner. MICCAI (2) (2008)
Jeff Orchard, Robert Staruch
MRI reconstruction using real-time motion tracking: A simulation study. ACSCC (2008)
Jeff Orchard, Mehran Ebrahimi, Alexander Wong
Efficient nonlocal-means denoising using the SVD. ICIP (2008)
Jeff Orchard
Efficient Least Squares Multimodal Registration With a Globally Exhaustive Alignment Search. IEEE Trans. Image Process. 16 (10) (2007)
Jeff Orchard, Alexei Ramotar
Autocorrecting Reconstruction for Flexible Ct Scanners. ISBI (2007)
Jeff Orchard
Globally Optimal Multimodal Rigid Registration: An Analytic Solution using Edge Information. ICIP (1) (2007)
Rahul Sarkar, Chrishnika de Almeida, Noureen Syed, Sheliza Jamal, Jeff Orchard
Intuitive Interface for the Exploration of Volumetric Datasets. SCSS (1) (2007)
Alexander Wong, Jeff Orchard
Efficient and Robust Non-Rigid Least-Squares Rectification of Medical Images. IPCV (2006)
Alexander Wong, William Bishop, Jeff Orchard
Efficient Multi-Modal Least-Squares Alignment of Medical Images Using Quasi-Orientation Maps. IPCV (2006)
Maja Omanovic, Jeff Orchard
Efficient Multimodal Registration Using Least-Squares. IPCV (2006)
Alexei Ramotar, Jeff Orchard
General Geometry CT Reconstruction. IPCV (2006)
Jeff Orchard
Efficient Global Weighted Least-Squares Translation Registration in the Frequency Domain. ICIAR (2005)
Jeff Orchard
Image Deformation Using Velocity Fields: An Exact Solution. ICIAR (2005)
Luis Freire, Jeff Orchard, Mark Jenkinson, Jean-François Mangin
Reducing Activation-Related Bias in FMRI Registration. MIAR (2004)
Jeff Orchard, M. Stella Atkins
Solving for Motion and Activation Simultaneously in an fMRI Experiment with Multiple Stimulus Conditions. ISBI (2004)
Jeff Orchard, Chen Greif, Gene H. Golub, Bruce Bjornson, M. Stella Atkins
Simultaneous Registration and Activation Detection for fMRI. IEEE Trans. Medical Imaging 22 (11) (2003)
Jeff Orchard, M. Stella Atkins
Iterating Registration and Activation Detection to Overcome Activation Bias in fMRI Motion Estimates. MICCAI (2) (2003)
Jeff Orchard, Torsten Möller
Accelerated Splatting using a 3D Adjacency Data Structure. Graphics Interface (2001)