Alla Borisyuk

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 6

Top Topics

Function Approximators

Exploration Strategy

Hybrid Neural Network

Reinforcement Learning

Top Venues

PLoS Comput. Biol.

J. Comput. Neurosci.

Neural Networks

Publications

Andrew Liu, Alla Borisyuk
Investigating navigation strategies in the Morris Water Maze through deep reinforcement learning. Neural Networks 172 (2024)
Andrew Liu, Alla Borisyuk
A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents. CoRR (2024)
Gregory Handy, Alla Borisyuk
Investigating the ability of astrocytes to drive neural network synchrony. PLoS Comput. Biol. 19 (8) (2023)
Andrew Liu, Alla Borisyuk
Investigating Navigation Strategies in the Morris Water Maze through Deep Reinforcement Learning. CoRR (2023)
Gregory Handy, Sean D. Lawley, Alla Borisyuk
Receptor recharge time drastically reduces the number of captured particles. PLoS Comput. Biol. 14 (3) (2018)
Gregory Handy, Marsa Taheri, John A. White, Alla Borisyuk
Mathematical investigation of IP3-dependent calcium dynamics in astrocytes. J. Comput. Neurosci. 42 (3) (2017)
Alla Borisyuk, Janet Best, David Terman
Frequency separation by an excitatory-inhibitory network. J. Comput. Neurosci. 34 (2) (2013)
Stephen E. Odom, Alla Borisyuk
Estimating three synaptic conductances in a stochastic neural model. J. Comput. Neurosci. 33 (1) (2012)
William H. Nesse, Alla Borisyuk, Paul C. Bressloff
Fluctuation-driven rhythmogenesis in an excitatory neuronal network with slow adaptation. J. Comput. Neurosci. 26 (1) (2009)
William H. Nesse, Alla Borisyuk, Paul C. Bressloff
Fluctuation-driven rhythmogenesis in an excitatory neuronal network with slow adaptation. J. Comput. Neurosci. 25 (2) (2008)
Janet Best, Alla Borisyuk, Jonathan E. Rubin, David Terman, Martin Wechselberger
The Dynamic Range of Bursting in a Model Respiratory Pacemaker Network. SIAM J. Appl. Dyn. Syst. 4 (4) (2005)
Alla Borisyuk, Brian H. Smith
Odor interactions and learning in a model of the insect antennal lobe. Neurocomputing (2004)
Alla Borisyuk, Malcolm N. Semple, John Rinzel
Computational model for the dynamic aspects of sound processing in the auditory midbrain. Neurocomputing (2001)