ModelDB: Models that contain the Model Topic : Learning

Models that contain the Model Topic : Learning

(The ability of a neural network to change over time, or trials, its output in response to a set of, or a repetition of inputs.)

Models
A Model of Selection between Stimulus and Place Strategy in a Hawkmoth (Balkenius et al. 2004)
A large-scale model of the functioning brain (spaun) (Eliasmith et al. 2012)
A neurocomputational model of classical conditioning phenomena (Moustafa et al. 2009)
A reinforcement learning example (Sutton and Barto 1998)
Alternative time representation in dopamine models (Rivest et al. 2009)
CA1 pyramidal neurons: binding properties and the magical number 7 (Migliore et al. 2008)
Cancelling redundant input in ELL pyramidal cells (Bol et al. 2011)
Cerebellar gain and timing control model (Yamazaki & Tanaka 2007)(Yamazaki & Nagao 2012)
Cortex learning models (Weber at al. 2006, Weber and Triesch, 2006, Weber and Wermter 2006/7)
Democratic population decisions result in robust policy-gradient learning (Richmond et al. 2011)
Development of orientation-selective simple cell receptive fields (Rishikesh and Venkatesh, 2003)
Dynamic dopamine modulation in the basal ganglia: Learning in Parkinson (Frank et al 2004,2005)
Encoding and retrieval in a model of the hippocampal CA1 microcircuit (Cutsuridis et al. 2009)
FRAT: An amygdala-centered model of fear conditioning (Krasne et al. 2011)
Fixed point attractor (Hasselmo et al 1995)
Hippocampal context-dependent retrieval (Hasselmo and Eichenbaum 2005)
Human Attentional Networks: A Connectionist Model (Wang and Fan 2007)
Large scale model of the olfactory bulb (Yu et al., 2013)
Learning spatial transformations through STDP (Davison, Frégnac 2006)
Linking STDP and Dopamine action to solve the distal reward problem (Izhikevich 2007)
Mapping function onto neuronal morphology (Stiefel and Sejnowski 2007)
Model of DARPP-32 phosphorylation in striatal medium spiny neurons (Lindskog et al. 2006)
Multimodal stimuli learning in hawkmoths (Balkenius et al. 2008)
Odor supported place cell model and goal navigation in rodents (Kulvicius et al. 2008)
Olfactory bulb mitral and granule cell column formation (Migliore et al. 2007)
Oscillations, phase-of-firing coding and STDP: an efficient learning scheme (Masquelier et al. 2009)
Prefrontal cortical mechanisms for goal-directed behavior (Hasselmo 2005)
Reciprocal regulation of rod and cone synapse by NO (Kourennyi et al 2004)
Reinforcement learning of targeted movement (Chadderdon et al. 2012)
Relative spike time coding and STDP-based orientation selectivity in V1 (Masquelier 2012)
Reward modulated STDP (Legenstein et al. 2008)
Robust Reservoir Generation by Correlation-Based Learning (Yamazaki & Tanaka 2008)
Roles of subthalamic nucleus and DBS in reinforcement conflict-based decision making (Frank 2006)
STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)
STDP and NMDAR Subunits (Gerkin et al. 2007)
Scaling self-organizing maps to model large cortical networks (Bednar et al 2004)
Self-influencing synaptic plasticity (Tamosiunaite et al. 2007)
Spiking GridPlaceMap model (Pilly & Grossberg, PLoS One, 2013)
Striatal GABAergic microcircuit, spatial scales of dynamics (Humphries et al, 2010)
Synaptic scaling balances learning in a spiking model of neocortex (Rowan & Neymotin 2013)
Theta phase precession in a model CA3 place cell (Baker and Olds 2007)

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