Efficient inference of synaptic plasticity rule with Gaussian process regression

A calcium-based plasticity model for predicting long-term potentiation and depression in the neocortex

(2022) Giuseppe Chindemi et al.   Nature Communications

Entorhinal cortex directs learning-related changes in CA1 representations

(2022) Christine Grienberger et al.   NATURE

Hebbian learning revisited and its inference underlying cognitive function

(2021) Sukbin Lim   Current Opinion in Behavioral Sciences

The functional organization of excitatory synaptic input to place cells

(2021) Michael D. Adoff et al.   Nature Communications

From synapse to network: models of information storage and retrieval in neural circuits

(2021) Johnatan Aljadeff et al.   CURRENT OPINION IN NEUROBIOLOGY

Local circuit amplification of spatial selectivity in the hippocampus

(2021) Tristan Geiller et al.   NATURE

Voltage compartmentalization in dendritic spines in vivo

(2021) Victor Hugo Cornejo et al.   SCIENCE

Bidirectional synaptic plasticity rapidly modifies hippocampal representations

(2021) Aaron D Milstein et al.   eLife

Grand Challenge at the Frontiers of Synaptic Neuroscience

(2021) P. Jesper Sjöström   Frontiers in Synaptic Neuroscience

Synaptic Plasticity Forms and Functions

(2020) Jeffrey C. Magee et al.   Annual Review of Neuroscience

Rapid mesoscale volumetric imaging of neural activity with synaptic resolution

(2020) Rongwen Lu et al.   NATURE METHODS

Cortical Observation by Synchronous Multifocal Optical Sampling Reveals Widespread Population Encoding of Actions

(2020) Isaac V. Kauvar et al.   NEURON

Playing the piano with the cortex: role of neuronal ensembles and pattern completion in perception and behavior

(2020) Luis Carrillo-Reid et al.   CURRENT OPINION IN NEUROBIOLOGY

Model-based detection of putative synaptic connections from spike recordings with latency and type constraints

(2020) Naixin Ren et al.   JOURNAL OF NEUROPHYSIOLOGY

Optical interrogation of multi-scale neuronal plasticity underlying behavioral learning

(2020) Shinichiro Tsutsumi et al.   CURRENT OPINION IN NEUROBIOLOGY

Interacting neural ensembles in orbitofrontal cortex for social and feeding behaviour

(2019) Joshua H. Jennings et al.   NATURE

Voltage imaging and optogenetics reveal behaviour-dependent changes in hippocampal dynamics

(2019) Yoav Adam et al.   NATURE

A Theoretical Framework to Derive Simple, Firing-Rate-Dependent Mathematical Models of Synaptic Plasticity

(2019) Janne Lappalainen et al.   Frontiers in Computational Neuroscience

Controlling Visually Guided Behavior by Holographic Recalling of Cortical Ensembles

(2019) Luis Carrillo-Reid et al.   CELL

Cortical layer–specific critical dynamics triggering perception

(2019) James H. Marshel et al.   SCIENCE

Mechanisms underlying sharpening of visual response dynamics with familiarity

(2019) Sukbin Lim   eLife

Population imaging of neural activity in awake behaving mice

(2019) Kiryl D. Piatkevich et al.   NATURE

Optical voltage imaging in neurons: moving from technology development to practical tool

(2019) Thomas Knöpfel et al.   NATURE REVIEWS NEUROSCIENCE

Reconstructing neuronal circuitry from parallel spike trains

(2019) Ryota Kobayashi et al.   Nature Communications

Unifying Long-Term Plasticity Rules for Excitatory Synapses by Modeling Dendrites of Cortical Pyramidal Neurons

(2019) Christian Ebner et al.   Cell Reports

Towards resolving the presynaptic NMDA receptor debate

(2018) Guy Bouvier et al.   CURRENT OPINION IN NEUROBIOLOGY

Connectivity inference from neural recording data: Challenges, mathematical bases and research directions

(2018) Ildefons Magrans de Abril et al.   NEURAL NETWORKS

Stability, affinity, and chromatic variants of the glutamate sensor iGluSnFR

(2018) Jonathan S. Marvin et al.   NATURE METHODS

DCT Regularized Extreme Visual Recovery

(2017) Yunhe Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Natural Firing Patterns Imply Low Sensitivity of Synaptic Plasticity to Spike Timing Compared with Firing Rate

(2016) M. Graupner et al.   JOURNAL OF NEUROSCIENCE

Identification of Stable Spike-Timing-Dependent Plasticity from Spiking Activity with Generalized Multilinear Modeling

(2016) Brian S. Robinson et al.   NEURAL COMPUTATION

Imprinting and recalling cortical ensembles

(2016) L. Carrillo-Reid et al.   SCIENCE

Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation

(2016) Carlos S. N. Brito et al.   PLoS Computational Biology

Diverse coupling of neurons to populations in sensory cortex

(2015) Michael Okun et al.   NATURE

Inferring learning rules from distributions of firing rates in cortical neurons

(2015) Sukbin Lim et al.   NATURE NEUROSCIENCE

Single-cell-initiated monosynaptic tracing reveals layer-specific cortical network modules

(2015) A. Wertz et al.   SCIENCE

Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning

(2015) Rui Ponte Costa et al.   eLife

Simultaneous all-optical manipulation and recording of neural circuit activity with cellular resolution in vivo

(2014) Adam M Packer et al.   NATURE METHODS

Dissection of Cortical Microcircuits by Single-Neuron Stimulation In Vivo

(2012) Alex C. Kwan et al.   CURRENT BIOLOGY

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location

(2012) M. Graupner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Modelling the molecular mechanisms of synaptic plasticity using systems biology approaches

(2010) Jeanette Hellgren Kotaleski et al.   NATURE REVIEWS NEUROSCIENCE

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

Synaptic Mechanisms for Plasticity in Neocortex

(2009) Daniel E. Feldman   Annual Review of Neuroscience

Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis of Neural Population Activity

(2009) Byron M. Yu et al.   JOURNAL OF NEUROPHYSIOLOGY

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Imaging in vivo: watching the brain in action

(2008) Jason N. D. Kerr et al.   NATURE REVIEWS NEUROSCIENCE

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE

Dendritic Excitability and Synaptic Plasticity

(2008) P. Jesper Sjöström et al.   PHYSIOLOGICAL REVIEWS