Explainable AI for spatial navigation based on hippocampal circuitry (Coppolino + Migliore 2023)
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Updated
Dec 23, 2023 - Python
Explainable AI for spatial navigation based on hippocampal circuitry (Coppolino + Migliore 2023)
Leaky Integrate and Fire Neuron Model of Context Integration (Calvin, Redish 2021)
Single Trial Sequence learning: a spiking neurons model based on hippocampus (Coppolino et al 2021)
On the structural connectivity of large-scale models of brain networks (Giacopelli et al 2021)
MDD: the role of glutamate dysfunction on Cingulo-Frontal NN dynamics (Ramirez-Mahaluf et al 2017)
Emergence of spatiotemporal sequences in spiking neuronal networks (Spreizer et al 2019)
Code to calc. spike-trig. ave (STA) conduct. from Vm (Pospischil et al. 2007, Rudolph et al. 2007)
Feedforward network undergoing Up-state-mediated plasticity (Gonzalez-Rueda et al. 2018)
Functional balanced networks with synaptic plasticity (Sadeh et al, 2015)
Modelling the effects of short and random proto-neural elongations (de Wiljes et al 2017)
STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)
Hierarchical network model of perceptual decision making (Wimmer et al 2015)
A full-scale cortical microcircuit spiking network model (Shimoura et al 2018)
Oscillations, phase-of-firing coding and STDP: an efficient learning scheme (Masquelier et al. 2009)
Biophysical model for field potentials of networks of I&F neurons (beim Graben & Serafim 2013)
Orientation selectivity in inhibition-dominated recurrent networks (Sadeh and Rotter, 2015)
A spiking neural network model of model-free reinforcement learning (Nakano et al 2015)
A spiking NN for amplification of feature-selectivity with specific connectivity (Sadeh et al 2015)
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