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Welcome to the Laboratory for Hierarchical Anticipatory Learning (HAL Lab). We are a lab at Dalhousie University whose research interests are primarily in the fields of Computational Neuroscience and Machine Learning. The lab can be contacted at [mailto:thehallab@gmail.com thehallab@gmail.com]
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Welcome to the Laboratory for Hierarchical Anticipatory Learning (HAL Lab). We are a lab at Dalhousie University whose research interests are primarily in the fields of Computational Neuroscience and Machine Learning. Details can be found at the [[Projects|project pages]] that will be updated frequently.
  
 
== Current Lab Members ==
 
== Current Lab Members ==
  
[[File:MrLego2.png|thumb|300px|right|Our newest lab member (not yet listed on left)]]
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[[File:MrLego2.png|thumb|300px|right|A values lab member.]]
  
'''Leah Brown [NSERC USRA]''' <br />
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'''Dr. Thomas Trappenberg [Prof]''' [mailto:tt@cs.dal.ca tt@cs.dal.ca]
[mailto:lbrown@cs.dal.ca lbrown@cs.dal.ca]<br />
+
 
Machine Learning and Robotics
+
 
 +
'''Akshay Saklani [MACS]''' [mailto:saklaniakshay@gmail.com saklaniakshay@gmail.com]\
 +
 
 +
'''Anuhya Suri [MCS]'''[mailto:anuhyasuri@gmail.com]
 +
 
 +
'''Ayushi Sharma [MCS]''' [mailto:ay847821@dal.ca ay847821@dal.ca]
 +
 
 +
'''Christian Guinard [MCS]''' [mailto:christian.guinard@dal.ca christian.guinard@dal.ca]
 +
 
 +
'''Harvey Wang [MCS]''' [mailto:harvey@dal.ca harvey@dal.ca]
 +
 
 +
'''Isaac Xu [PhD]''' [mailto:Isaac.Xu@dal.ca Isaac.Xu@dal.ca]
 +
 
 +
'''Jake Tan [PhD]''' [mailto:jake.yltan@dal.ca jake.yltan@dal.ca]
 +
 
 +
'''Kedar Pandya [MCS]''' [mailto:kd709862@dal.ca kd709862@dal.ca]
 +
 
 +
'''Martin Gilles [PhD]''' [mailto:mr790775@dal.ca mr790775@dal.ca]
 +
 
 +
'''Paul Hollensen [Collaborator]''' [mailto:phollensen@alentic.com phollensen@alentic.com]
 +
 
 +
'''Paras Mehta [MCS]''' [mailto:pr617905@dal.ca pr617905@dal.ca]
 +
 
 +
'''Ritvik Voleti [MCS]''' [mailto:Ritvik.Voleti@dal.ca Ritvik.Voleti@dal.ca]
 +
 
 +
'''Sourabh Sharma [honors]''' [mailto:sr925041@dal.ca sr925041@dal.ca]
 +
 
 +
'''Will Taylor-Melanson [MCS]''' [mailto:wl647481@dal.ca wl647481@dal.ca]
 +
 
 +
'''Yogeshwar Shendye [MCS]''' [mailto:yushendye@gmail.com yushendye@gmail.com]
 +
 
 +
== Past Lab Members ==
 +
 
 +
'''Ranga Rankaduwa [MSC 2023]'''<br />
 +
Computational Neuroscience and Synaptic Plasticity
 +
 
 +
'''Maximilian Petzi [PhD program]'''  <br />
 +
Computational Neuroscience
 +
 
 +
'''David Livermore [PhD program]'''  <br />
 +
Medical Physics and radiation onkology
 +
 
 +
'''Dr. Scott Lowe [Postdoctoral Fellow]'''  <br />
 +
Machine learning and computational oceanography
  
'''Patrick Connor [Ph.D]'''<br />  
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'''Dr. Hossein Parvar [Postdoctoral Fellow]'''   <br />
Basal Ganglia, Reinforcement Learning,
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Machine Learning and Intelligent Systems
  
'''Warren Connors [MCS]'''<br />
+
'''Dr. Abraham Nunes [PhD 2020]'''<br />
Machine Learning
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Computational Psychiatry
  
'''Ian Graven [NSERC USRA]'''<br />
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'''Yoshimasa Kubo [PhD 2019]'''<br />
Machine Learning and Robotics
+
Machine Learning and Computational Neuroscience
  
'''Paul Hollensen [MCS]'''<br />
+
'''Stuart Mcilroy [MCS 2019]'''<br />
 
Machine Learning and Computational Neuroscience
 
Machine Learning and Computational Neuroscience
 +
'''Junliang Luo [Honors 2019]'''<br />
 +
Deep learning of 3D microscopic data
 +
 +
'''Farzaneh Sheikhnezhad Fard [PhD 2018]''' <br />
 +
Cognitive Robotics
 +
 +
'''Mike Traynor [MCS 2017]'''<br />
 +
Machine Learning for Natural Language Processing
 +
 +
'''Francesco Usai [PhD psych comprehensive]'''<br />
 +
Deep learning of brain imaging data
 +
 +
'''Peter Lee [Honors 2017]'''<br />
 +
Deep learning of medical data
 +
 +
'''Chun Kwang Tan (Master Exchange Student)'''<br />
 +
Cognitive Robotics
 +
 +
'''Dr. Hossein Parvar [Adjunct Prof]''' <br />
 +
Machine Learning and Intelligent Systems
 +
 +
'''Vignesh Babu [MCS 2015]'''<br />
 +
Adaptive object tracking, robotics
 +
 +
''' Hassan Nikoo [MCS 2015]''' <br />
 +
Deep learning for Time Series
 +
 +
'''Marjan Zamani [MACS 2015]'''<br />
 +
Application of Deep Learning 
 +
 +
'''Bassey Etim [MACS 2015]'''<br />
 +
Application of Deep Learning 
  
'''Jake Kroeker [RA]'''<br />
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'''Rohan Bhargava [MCS 2014]''' <br />
 +
Robotics
 +
 
 +
'''Michal Lisicki [MCS, 2014]''' <br />
 +
Image mining, deep learning
 +
 
 +
'''Dan Su [MACS, 2014]'''<br />
 +
Robotic coverage path planing 
 +
 
 +
'''Karthik Damodaran [MACS, 2014]'''<br />
 +
Sublingual microcirculation analysis
 +
 
 +
'''Rohan Bhargava [MCS, 2014]''' <br />
 +
Adaptive motion models for AUVs
 +
 
 +
'''Patrick Connor [Ph.D 2013]'''<br />
 +
Biological motivated learning with small data, Basal Ganglia, Reinforcement Learning
 +
 
 +
'''Rober Boshra''' [Honors, 2013] <br />
 +
Machine learning in single trial EEG analysis
 +
 
 +
'''Jake Kroeker [Honors, 2013]'''<br />
 
Reinforcement Learning
 
Reinforcement Learning
  
'''Michal Lisicki [RA]'''<br />
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'''Jason Satel [Ph.D, 2013]'''<br />
 +
IOR, EEG, Neural Field Theory
 +
 
 +
'''Warren Connors [MCS, 2012]'''<br />
 +
Neural Fields and Cognitive Robotics
 +
 
 +
'''Leah Brown [NSERC USRA, 2011]''' <br />
 +
[mailto:lbrown@cs.dal.ca lbrown@cs.dal.ca]<br />
 
Machine Learning and Robotics
 
Machine Learning and Robotics
  
'''Jason Satel [Ph.D]'''<br />  
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'''Ian Graven [NSERC USRA, 2011]'''<br />
IOR, EEG, Neural Field Theory
+
Machine Learning and Robotics
  
'''Thomas Trappenberg [Prof]''' <br />
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'''Michal Lisicki [RA, 2011]'''<br />
[mailto:tt@cs.dal.ca tt@cs.dal.ca] <br />  
+
Machine Learning and Robotics
Machine Learning and Computational Neuroscience
 
  
== Past Lab Members ==
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'''Paul Hollensen [BCS Honours 2010]'''<br />
'''Paul Hollensen [BCS Honours, 2010]'''<br />
 
 
Restricted Boltzmann Machines
 
Restricted Boltzmann Machines
  
'''Misha Denil [BCS Honours, 2010]'''<br />
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'''Misha Denil [BCS Honours 2010]'''<br />
 
Machine Learning
 
Machine Learning
  
'''Dr. Dominic Standage [Ph.D., 2007]'''<br />
+
'''Dr. Dominic Standage [PhD 2007]'''<br />
 
Mechanisms of short term and long term memory in cortex: neural fields and synaptic plasticity
 
Mechanisms of short term and long term memory in cortex: neural fields and synaptic plasticity
  
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Spike-timimg dependent plasticity
 
Spike-timimg dependent plasticity
  
'''Matthew Boardman [MCS, 2006]'''<br />
+
'''Matthew Boardman [MCS 2006]'''<br />
 
Extrinsic regularization in parameter optimization for support vector machines
 
Extrinsic regularization in parameter optimization for support vector machines
  
'''Jesse Rusak [BCS Honours, 2006]'''<br />
+
'''Jesse Rusak [BCS Honours 2006]'''<br />
 
Setup and analysis of a brain-computer interface using support vector machines for single-trial classification
 
Setup and analysis of a brain-computer interface using support vector machines for single-trial classification
  
'''Jason Satel [MCS, 2005]'''<br />
+
'''Jason Satel [MCS 2005]'''<br />
 
Motivationally-based learning mechanisms and the dynamics of saccade initiation
 
Motivationally-based learning mechanisms and the dynamics of saccade initiation
  
'''Kan Yang [MCS, 2005]'''<br />
+
'''Kan Yang [MCS 2005]'''<br />
 
An internet-based electronic voting system with balanced complexity and security
 
An internet-based electronic voting system with balanced complexity and security
  
'''Jie Ouyang [MCS, 2004]'''<br />
+
'''Jie Ouyang [MCS 2004]'''<br />
 
Improved ICAIVS algorithm with mutual information
 
Improved ICAIVS algorithm with mutual information
  
'''Alicia Grosvenor [MEC, 2004]'''<br />
+
'''Patrick Mahaux [MEC 2004]'''<br />
 +
Client Profile Model: How to Identify Training Candidates with the least chance of Employment
 +
 +
'''Daniel Rogers [BCS Honours 2004]'''<br />
 +
Exploration of the Techniques, Tools, and Requirements of Electronic Voting Systems
 +
 
 +
'''Alicia Grosvenor [MEC 2004]'''<br />
 
Elliptic Curve cryptography: A viable alternative for maintaining security in low precessing and low memory computing environments
 
Elliptic Curve cryptography: A viable alternative for maintaining security in low precessing and low memory computing environments
  
'''Shelagh Gregory [EMEC, 2003]'''<br />
+
'''Shelagh Gregory [EMEC 2003]'''<br />
Should Canada use biometric identifiers if implementing a natuional identification system?
+
Should Canada use biometric identifiers if implementing a national identification system?
  
'''Dr. Carrie Gates [MSC, 1995]'''<br />
+
'''Dr. Carrie Gates [MSC 1995]'''<br />
 
The application of neural networks to predicating the conductivity of water
 
The application of neural networks to predicating the conductivity of water
  
'''George MacLennan [MSC, 1994]'''<br />
+
'''George MacLennan [MSC 1994]'''<br />
 
Evolutionary Design of neural networks
 
Evolutionary Design of neural networks

Latest revision as of 12:47, 7 July 2023

Welcome to the Laboratory for Hierarchical Anticipatory Learning (HAL Lab). We are a lab at Dalhousie University whose research interests are primarily in the fields of Computational Neuroscience and Machine Learning. Details can be found at the project pages that will be updated frequently.

Current Lab Members

A values lab member.

Dr. Thomas Trappenberg [Prof] tt@cs.dal.ca


Akshay Saklani [MACS] saklaniakshay@gmail.com\

Anuhya Suri [MCS][1]

Ayushi Sharma [MCS] ay847821@dal.ca

Christian Guinard [MCS] christian.guinard@dal.ca

Harvey Wang [MCS] harvey@dal.ca

Isaac Xu [PhD] Isaac.Xu@dal.ca

Jake Tan [PhD] jake.yltan@dal.ca

Kedar Pandya [MCS] kd709862@dal.ca

Martin Gilles [PhD] mr790775@dal.ca

Paul Hollensen [Collaborator] phollensen@alentic.com

Paras Mehta [MCS] pr617905@dal.ca

Ritvik Voleti [MCS] Ritvik.Voleti@dal.ca

Sourabh Sharma [honors] sr925041@dal.ca

Will Taylor-Melanson [MCS] wl647481@dal.ca

Yogeshwar Shendye [MCS] yushendye@gmail.com

Past Lab Members

Ranga Rankaduwa [MSC 2023]
Computational Neuroscience and Synaptic Plasticity

Maximilian Petzi [PhD program]
Computational Neuroscience

David Livermore [PhD program]
Medical Physics and radiation onkology

Dr. Scott Lowe [Postdoctoral Fellow]
Machine learning and computational oceanography

Dr. Hossein Parvar [Postdoctoral Fellow]
Machine Learning and Intelligent Systems

Dr. Abraham Nunes [PhD 2020]
Computational Psychiatry

Yoshimasa Kubo [PhD 2019]
Machine Learning and Computational Neuroscience

Stuart Mcilroy [MCS 2019]
Machine Learning and Computational Neuroscience Junliang Luo [Honors 2019]
Deep learning of 3D microscopic data

Farzaneh Sheikhnezhad Fard [PhD 2018]
Cognitive Robotics

Mike Traynor [MCS 2017]
Machine Learning for Natural Language Processing

Francesco Usai [PhD psych comprehensive]
Deep learning of brain imaging data

Peter Lee [Honors 2017]
Deep learning of medical data

Chun Kwang Tan (Master Exchange Student)
Cognitive Robotics

Dr. Hossein Parvar [Adjunct Prof]
Machine Learning and Intelligent Systems

Vignesh Babu [MCS 2015]
Adaptive object tracking, robotics

Hassan Nikoo [MCS 2015]
Deep learning for Time Series

Marjan Zamani [MACS 2015]
Application of Deep Learning

Bassey Etim [MACS 2015]
Application of Deep Learning

Rohan Bhargava [MCS 2014]
Robotics

Michal Lisicki [MCS, 2014]
Image mining, deep learning

Dan Su [MACS, 2014]
Robotic coverage path planing

Karthik Damodaran [MACS, 2014]
Sublingual microcirculation analysis

Rohan Bhargava [MCS, 2014]
Adaptive motion models for AUVs

Patrick Connor [Ph.D 2013]
Biological motivated learning with small data, Basal Ganglia, Reinforcement Learning

Rober Boshra [Honors, 2013]
Machine learning in single trial EEG analysis

Jake Kroeker [Honors, 2013]
Reinforcement Learning

Jason Satel [Ph.D, 2013]
IOR, EEG, Neural Field Theory

Warren Connors [MCS, 2012]
Neural Fields and Cognitive Robotics

Leah Brown [NSERC USRA, 2011]
lbrown@cs.dal.ca
Machine Learning and Robotics

Ian Graven [NSERC USRA, 2011]
Machine Learning and Robotics

Michal Lisicki [RA, 2011]
Machine Learning and Robotics

Paul Hollensen [BCS Honours 2010]
Restricted Boltzmann Machines

Misha Denil [BCS Honours 2010]
Machine Learning

Dr. Dominic Standage [PhD 2007]
Mechanisms of short term and long term memory in cortex: neural fields and synaptic plasticity

Bijan Farhoudi [BCS Honours, 2007]
Point attractor networks with resetricted weights

Sajiya Jail [Guest Researcher, 2005-2006]
Spike-timimg dependent plasticity

Matthew Boardman [MCS 2006]
Extrinsic regularization in parameter optimization for support vector machines

Jesse Rusak [BCS Honours 2006]
Setup and analysis of a brain-computer interface using support vector machines for single-trial classification

Jason Satel [MCS 2005]
Motivationally-based learning mechanisms and the dynamics of saccade initiation

Kan Yang [MCS 2005]
An internet-based electronic voting system with balanced complexity and security

Jie Ouyang [MCS 2004]
Improved ICAIVS algorithm with mutual information

Patrick Mahaux [MEC 2004]
Client Profile Model: How to Identify Training Candidates with the least chance of Employment

Daniel Rogers [BCS Honours 2004]
Exploration of the Techniques, Tools, and Requirements of Electronic Voting Systems

Alicia Grosvenor [MEC 2004]
Elliptic Curve cryptography: A viable alternative for maintaining security in low precessing and low memory computing environments

Shelagh Gregory [EMEC 2003]
Should Canada use biometric identifiers if implementing a national identification system?

Dr. Carrie Gates [MSC 1995]
The application of neural networks to predicating the conductivity of water

George MacLennan [MSC 1994]
Evolutionary Design of neural networks