Jeff Orchard

Jeff Orchard

University of Waterloo

H-index: 22

North America-Canada

About Jeff Orchard

Jeff Orchard, With an exceptional h-index of 22 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of computational neuroscience, image processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving reinforcement learning with biologically motivated continuous state representations

Hyperdimensional Computing with Spiking-Phasor Neurons

Exploiting semantic information in a spiking neural SLAM system

Biological softmax: Demonstrated in modern hopfield networks

A model of path integration that connects neural and symbolic representation

Value cores for inner and outer alignment: simulating personality formation via iterated policy selection and preference learning with self-world modeling active inference agents

Fast Online Reinforcement Learning with Biologically-Based State Representations

Dream of Being: Solving AI Alignment Problems with Active Inference Models of Agency and Socioemotional Value Learning

Jeff Orchard Information

University

Position

Associate Professor Cheriton School of Computer Science

Citations(all)

1739

Citations(since 2020)

647

Cited By

1369

hIndex(all)

22

hIndex(since 2020)

12

i10Index(all)

27

i10Index(since 2020)

15

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Jeff Orchard Skills & Research Interests

computational neuroscience

image processing

Top articles of Jeff Orchard

Title

Journal

Author(s)

Publication Date

Improving reinforcement learning with biologically motivated continuous state representations

Proceedings of the 21st International Conference on Cognitive Modeling

Madeleine Bartlett

Kathryn Simone

ND Dumont

M Furlong

Chris Eliasmith

...

2023

Hyperdimensional Computing with Spiking-Phasor Neurons

Jeff Orchard

Russell Jarvis

2023/8/1

Exploiting semantic information in a spiking neural SLAM system

Frontiers in Neuroscience

Nicole Sandra-Yaffa Dumont

P Michael Furlong

Jeff Orchard

Chris Eliasmith

2023/7/5

Biological softmax: Demonstrated in modern hopfield networks

Proceedings of the Annual Meeting of the Cognitive Science Society

Mallory A Snow

Jeff Orchard

2022

A model of path integration that connects neural and symbolic representation

Proceedings of the Annual Meeting of the Cognitive Science Society

Nicole Sandra-Yaffa Dumont

Jeff Orchard

Chris Eliasmith

2022

Value cores for inner and outer alignment: simulating personality formation via iterated policy selection and preference learning with self-world modeling active inference agents

Adam Safron

Zahra Sheikhbahaee

Nick Hay

Jeff Orchard

Jesse Hoey

2022/9/19

Fast Online Reinforcement Learning with Biologically-Based State Representations

Proceedings of the 20th international conference on cognitive modeling

Madeleine Bartlett

Terrence C Stewart

Jeff Orchard

2022

Dream of Being: Solving AI Alignment Problems with Active Inference Models of Agency and Socioemotional Value Learning

Adam Safron

Zahra Sheikhbahaee

Nick Hay

Jeff Orchard

Jesse Hoey

2022

Biologically-based neural representations enable fast online shallow reinforcement learning

Proceedings of the Annual Meeting of the Cognitive Science Society

Madeleine Bartlett

Terrence C Stewart

Jeff Orchard

2022

Comparison of foveated downsampling techniques in image recognition

Journal of Computational Vision and Imaging Systems

Parsa Torabian

Ronak Pradeep

Jeff Orchard

Bryan Tripp

2020

A predictive-coding network that is both discriminative and generative

Neural computation

Wei Sun

Jeff Orchard

2020/10/1

Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks

Plos one

Nolan Peter Shaw

Tyler Jackson

Jeff Orchard

2020/9/23

Detecting leaks in water distribution pipes using a deep autoencoder and hydroacoustic spectrograms

Journal of Computing in Civil Engineering

Roya A Cody

Bryan A Tolson

Jeff Orchard

2020/3/1

See List of Professors in Jeff Orchard University(University of Waterloo)

Co-Authors

H-index: 59
Alexander Wong

Alexander Wong

University of Waterloo

H-index: 48
Torsten Möller

Torsten Möller

Universität Wien

H-index: 38
Vasudevan Lakshminarayanan

Vasudevan Lakshminarayanan

University of Waterloo

H-index: 37
M Stella Atkins

M Stella Atkins

Simon Fraser University

H-index: 30
John S. Zelek

John S. Zelek

University of Waterloo

H-index: 27
Craig S. Kaplan

Craig S. Kaplan

University of Waterloo

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