Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits

Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias

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Theories of Error Back-Propagation in the Brain

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Deep Learning With Asymmetric Connections and Hebbian Updates

(2019) Yali Amit   Frontiers in Computational Neuroscience

Precise Long-Range Microcircuit-to-Microcircuit Communication Connects the Frontal and Sensory Cortices in the Mammalian Brain

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Fast-Spiking Interneurons Supply Feedforward Control of Bursting, Calcium, and Plasticity for Efficient Learning

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Diversity and Connectivity of Layer 5 Somatostatin-Expressing Interneurons in the Mouse Barrel Cortex

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Sparse bursts optimize information transmission in a multiplexed neural code

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Eligibility Traces and Plasticity on Behavioral Time Scales: Experimental Support of NeoHebbian Three-Factor Learning Rules

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Deep Supervised Learning Using Local Errors

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Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights

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Behavioral time scale synaptic plasticity underlies CA1 place fields

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Chrna2-Martinotti Cells Synchronize Layer 5 Type A Pyramidal Cells via Rebound Excitation

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GABAergic Interneurons in the Neocortex: From Cellular Properties to Circuits

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Random synaptic feedback weights support error backpropagation for deep learning

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Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons

(2015) Kendra S. Burbank   PLoS Computational Biology

Burst Firing Synchronizes Prefrontal and Anterior Cingulate Cortex during Attentional Control

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Sensory-evoked LTP driven by dendritic plateau potentials in vivo

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Mossy fiber-evoked subthreshold responses induce timing-dependent plasticity at hippocampal CA3 recurrent synapses

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Limits to high-speed simulations of spiking neural networks using general-purpose computers

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Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits

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Predictive Coding of Dynamical Variables in Balanced Spiking Networks

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Nonlinear dendritic integration of sensory and motor input during an active sensing task

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Dense, Unspecific Connectivity of Neocortical Parvalbumin-Positive Interneurons: A Canonical Microcircuit for Inhibition?

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Frequency-Tuned Cerebellar Channels and Burst-Induced LTD Lead to the Cancellation of Redundant Sensory Inputs

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The subcellular organization of neocortical excitatory connections

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Dendritic encoding of sensory stimuli controlled by deep cortical interneurons

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Spike-Phase Coding Boosts and Stabilizes Information Carried by Spatial and Temporal Spike Patterns

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Firing patterns in the adaptive exponential integrate-and-fire model

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High frequency action potential bursts (≥ 100 Hz) in L2/3 and L5B thick tufted neurons in anaesthetized and awake rat primary somatosensory cortex

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