1994 Special Issue: A model of hippocampal function
Neural Networks - Special issue: models of neurodynamics and behavior
Journal of Cognitive Neuroscience
The role of the hippocampus in solving the Morris water maze
Neural Computation
Navigating with a Focus-Directed Mapping Network
Autonomous Robots
ECAL '01 Proceedings of the 6th European Conference on Advances in Artificial Life
Cognitive Map Formation Through Sequence Encoding by Theta Phase Precession
Neural Computation
2005 Special issue: Robust self-localisation and navigation based on hippocampal place cells
Neural Networks - Special issue: Computational theories of the functions of the hippocampus
Neural Networks - Special issue: Computational theories of the functions of the hippocampus
2005 Special issue: Hippocampal mechanisms for the context-dependent retrieval of episodes
Neural Networks - Special issue: Computational theories of the functions of the hippocampus
Biomimetic navigation models and strategies in animats
AI Communications
Model of behavior of rodent hippocampus
ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
Hippocampus-Inspired Spiking Neural Network on FPGA
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
A novel solution for maze traversal problems using artificial neural networks
Computers and Electrical Engineering
Simulation of human episodic memory by using a computational model of the hippocampus
Advances in Artificial Intelligence - Special issue on artificial intelligence in neuroscience and systems biology: lessons learnt, open problems, and the road ahead
Modeling of spatial navigation inspired by rodent hippocampus
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Nanoscale electronic synapses using phase change devices
ACM Journal on Emerging Technologies in Computing Systems (JETC) - Special issue on memory technologies
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Using experimental facts about long-term potentiation (LTP) and hippocampal place cells, we model how a spatial map of the environment can be created in the rat hippocampus. Sequential firing of place cells during exploration induces, in the model, a pattern of LTP between place cells that shifts the location coded by their ensemble activity away from the actual location of the animal. These shifts provide a navigational map that, in a simulation of the Morris maze, can guide the animal toward its goal. The model demonstrates how behaviorally generated modifications of synaptic strengths can be read out to affect subsequent behavior. Our results also suggest a way that navigational maps can be constructed from experimental recordings of hippocampal place cells.