Jeffrey L. Krichmar
Orcid: 0000-0003-0739-2468Affiliations:
- University of California Irvine, Department of Cognitive Sciences, CA, USA
According to our database1,
Jeffrey L. Krichmar
authored at least 119 papers
between 1997 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
What can computer vision learn from visual neuroscience? Introduction to the special issue.
Biol. Cybern., October, 2023
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization.
Neural Networks, April, 2023
IEEE Trans. Emerg. Top. Comput., 2023
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus.
Cogn. Comput., 2023
Experience-Dependent Axonal Plasticity in Large-Scale Spiking Neural Network Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
2022
IEEE Trans. Parallel Distributed Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability.
CoRR, 2022
Proceedings of the From Animals to Animats 16, 2022
Proceedings of the From Animals to Animats 16, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
ACM J. Emerg. Technol. Comput. Syst., 2021
J. Artif. Intell. Conscious., 2021
Editorial: Explainable Artificial Intelligence and Neuroscience: Cross-Disciplinary Perspectives.
Frontiers Neurorobotics, 2021
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition.
IEEE Embed. Syst. Lett., 2021
Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021
Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Very Large Scale Integr. Syst., 2020
Neural Networks, 2020
Neural Networks, 2020
Frontiers Neurorobotics, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
PLoS Comput. Biol., 2019
CoRR, 2019
CoRR, 2019
Advantage of prediction and mental imagery for goal-directed behaviour in agents and robots.
Cogn. Comput. Syst., 2019
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing.
IEEE Comput. Archit. Lett., 2019
Proceedings of the Papers of the 2019 Towards Conscious AI Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS-19), 2019
2018
IEEE Trans. Cogn. Dev. Syst., 2018
IEEE Trans. Cogn. Dev. Syst., 2018
Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout.
Neural Networks, 2018
Neurorobotics - A Thriving Community and a Promising Pathway Toward Intelligent Cognitive Robots.
Frontiers Neurorobotics, 2018
Frontiers Neuroinformatics, 2018
Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future.
CoRR, 2018
A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Technology, Mind, and Society Conference, 2018
2017
A Computational Model for Spatial Navigation Based on Reference Frames in the Hippocampus, Retrosplenial Cortex, and Posterior Parietal Cortex.
Frontiers Neurorobotics, 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning.
CoRR, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
A self-driving robot using deep convolutional neural networks on neuromorphic hardware.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
An Evolutionary Framework for Replicating Neurophysiological Data with Spiking Neural Networks.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Neurobiologically Inspired Robotics: Enhanced Autonomy through Neuromorphic Cognition.
Neural Networks, 2015
A GPU-accelerated cortical neural network model for visually guided robot navigation.
Neural Networks, 2015
ACM J. Emerg. Technol. Comput. Syst., 2015
Learning touch preferences with a tactile robot using dopamine modulated STDP in a model of insular cortex.
Frontiers Neurorobotics, 2015
Improper activation of D1 and D2 receptors leads to excess noise in prefrontal cortex.
Frontiers Comput. Neurosci., 2015
CARLsim 3: A user-friendly and highly optimized library for the creation of neurobiologically detailed spiking neural networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Efficient Spiking Neural Network Model of Pattern Motion Selectivity in Visual Cortex.
Neuroinformatics, 2014
Allen Brain Atlas-Driven Visualizations: a web-based gene expression energy visualization tool.
Frontiers Neuroinformatics, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Evolution of biologically plausible neural networks performing a visually guided reaching task.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
2013
Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule.
Neural Networks, 2013
A neurorobotic platform to test the influence of neuromodulatory signaling on anxious and curious behavior.
Frontiers Neurorobotics, 2013
A large-scale neural network model of the influence of neuromodulatory levels on working memory and behavior.
Frontiers Comput. Neurosci., 2013
The Cognitive Anteater Robotics Laboratory (CARL) at the University of California, Irvine.
IEEE Intell. Informatics Bull., 2013
Adapt. Behav., 2013
Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Top-Down Executive Control Drives Reticular-Thalamic Inhibition and Relays Cortical Information in a Large-Scale Neurocognitive Model.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2013
2012
Guest Editorial: Biologically Inspired Human-Robot Interactions - Developing More Natural Ways to Communicate with our Machines.
IEEE Trans. Auton. Ment. Dev., 2012
IEEE Trans. Auton. Ment. Dev., 2012
Simulation of cholinergic and noradrenergic modulation of behavior in uncertain environments.
Frontiers Comput. Neurosci., 2012
A biologically inspired action selection algorithm based on principles of neuromodulation.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Model of the interactions between neuromodulators and prefrontal cortex during a resource allocation task.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
2011
Frontiers Neuroinformatics, 2011
The effects of neuromodulation on human-robot interaction in games of conflict and cooperation.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011
2010
Towards reverse engineering the brain: Modeling abstractions and simulation frameworks.
Proceedings of the 18th IEEE/IFIP VLSI-SoC 2010, 2010
Proceedings of the From Animals to Animats 11, 2010
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010
2009
A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors.
Neural Networks, 2009
Efficient simulation of large-scale Spiking Neural Networks using CUDA graphics processors.
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Embodied models of delayed neural responses: Spatiotemporal categorization and predictive motor control in brain based devices.
Neural Networks, 2008
The Neuromodulatory System: A Framework for Survival and Adaptive Behavior in a Challenging World.
Adapt. Behav., 2008
2007
Design Principles and Constraints Underlying the Construction of Brain-Based Devices.
Proceedings of the Neural Information Processing, 14th International Conference, 2007
2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
2005
Spatial navigation and causal analysis in a brain-based device modeling cortical-hippocampal interactions.
Neuroinformatics, 2005
Brain-Based Devices for the Study of Nervous Systems and the Development of Intelligent Machines.
Artif. Life, 2005
2004
Int. J. Robotics Autom., 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
2002
A Neural Approach to Adaptive Behavior and Multi-Sensor Action Selection in a Mobile Device.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
2001
Relation between neuronal morphology and electrophysiology in the Kainate lesion model of Alzheimer's Disease.
Neurocomputing, 2001
Evolutionary robotics: The biology, intelligence, and technology of self-organizing machines.
Complex., 2001
2000
A statistical analysis of dendritic morphology's effect on neuron electrophysiology of CA3 pyramidal cells.
Neurocomputing, 2000
L-neuron: A modeling tool for the efficient generation and parsimonious description of dendritic morphology.
Neurocomputing, 2000
1999
Neurocomputing, 1999
1997
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997