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Circuits in Action
Hippocampus
Learning and Dynamics
Neurons to Circuits
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Circuits in Action
Hippocampus
Learning and Dynamics
Neurons to Circuits
Sensory Systems
Structural and Functional Connectivity
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W01: Methods of Information Theory in Computational Neuroscience
W02: Calcium signalling
W03: Information - Theoretic Models of Psychology and Neuroscience
W04: Tools and resources for developing and sharing models in computational neuroscience
W05: Spatiotemporal Dynamics in Neuroimaging: Models and Analysis
W06: Allen Institute data and tools
W07: Dynamics of Rhythm Generation: Role of Ionic Pumps; Exchangers; and Ion Homeostasis
W09: Machine learning and mechanistic modeling for understanding brain in health and disease
W10: Modelling Interneurons during Memory
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Saturday
, July 18
Crowdcast
3:00pm •
K1: Deep reinforcement learning and its neuroscientific implications
10:00pm •
Discussion with Matt Botvinick
11:00pm •
Information theory and directed network inference (using JIDT and IDTxl)
11:30pm •
Introduction to the Brain Dynamics Toolbox
Link (T1)
4:00pm •
New interfaces for teaching with NEST: hands-on with the NEST Desktop GUI and NESTML code generation
Link (T2)
4:00pm •
Building mechanistic multiscale models, from molecules to networks, using NEURON and NetPyNE
Link (T3)
4:00pm •
Tools and techniques to bridge the gap between models and closed-loop neuroscience experiments
Link (T4)
7:00pm •
Neuromorphic VLSI realization of the Hippocampal formation
Link (T5)
4:00pm •
The use of Keras with Tensor Flow applied to neural models and data analysis
Link (T6)
7:00pm •
Methods from Data Science for Model Simulation, Analysis, and Visualization
Link (T7)
12:00pm •
Characterizing neural dynamics using highly comparative time-series analysis
Sunday
, July 19
Crowdcast
12:00am •
Advances in the PANDORA Matlab Toolbox for intracellular electrophysiology data
1:00pm •
F1: Delineating Reward/Avoidance Decision Process in the Impulsive-compulsive Spectrum Disorders through a Probabilistic Reversal Learning Task
1:40pm •
O1: Dopamine role in learning and action inference
2:00pm •
O2: Neural Manifold Models for Characterising Brain Circuit Dynamics in Neurodegenerative Disease
2:20pm •
O3: Coupled experimental and modeling representation of the mechanisms of epileptic discharges in rat brain slices
3:00pm •
K2: A new computational framework for understanding vision in our brain
4:20pm •
O4: Towards multipurpose bio-realistic models of cortical circuits
4:40pm •
O5: How Stimulus Statistics Affect the Receptive Fields of Cells in Primary Visual Cortex
5:00pm •
O6: Analysis and Modelling of Response Features of Accessory Olfactory Bulb Neurons
5:40pm •
F2: Using evolutionary algorithms to explore single-cell heterogeneity and microcircuit operation in the hippocampus
6:20pm •
O7: 'Awake Delta' and Theta-Rhythmic Modes of Hippocampal Network Activity Track Intermittent Locomotor Behaviors in Rat
10:00pm •
Discussion with Zhaoping Li
Party: Whyville!
11:00pm •
CNS Party
Slot 01
7:00pm •
P35: Through synapses to spatial memory maps: a topological model
7:00pm •
P36: Robust spatial memories encoded by transient neuronal networks
8:00pm •
P183: Universal fingerprints of slow-wave activity in in vivo, in vitro and in silico cortical networks
8:00pm •
P186: Inhibitory neurons locate at a center of effective cortical networks, and have high ability to control other neurons.
9:00pm •
P109: Investigating Water Transport Mechanisms in Astrocytes with High Dimensional Parameter Estimation
9:00pm •
P126: Topological Byesian Signal Processing with Application to EEG
Slot 02
7:00pm •
P114: Effect of Diverse Recoding of Granule Cells on Delay Eyeblink Conditioning in A Cerebellar Network
7:00pm •
P98: Bayesian mechanics in the brain under the free-energy principle
8:00pm •
P20: Effects of dopamine on networks of barrel cortex
9:00pm •
P111: The impact of noise on the temporal patterning of neural synchronization
9:00pm •
P89: Quantification of changes in motor imagery skill during brain-computer interface use
Slot 03
7:00pm •
P37: A Realistic Spatial Model of the Complete Synaptic Vesicle Cycle
7:00pm •
P38: Priors based on abstract rules modulate the encoding of pure tones in the subcortical auditory pathway
8:00pm •
P144: Closed loop parameter estimation using GPU acceleration with GeNN
8:00pm •
P101: Representing predictability of sequence patterns in a random network with short-term plasticity
9:00pm •
P167: Modelling ipRGC-influenced light response on circadian phase, melatonin suppression and subjective sleepiness.
9:00pm •
P166: Compensating method for the lack of connection on topographic neuron network edge
Slot 04
7:00pm •
P39: Simulating cell to cell interactions during the cerebellar development
8:00pm •
P102: Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays
8:00pm •
P9: Introducing EBRAINS: European infrastructure for brain research
9:00pm •
P68: Large-scale calcium imaging of spontaneous activity in larval zebrafish reveals signatures of criticality
9:00pm •
P44: 3D modeling of Purkinje cell activity
Slot 05
7:00pm •
P210: Seizure pathways change on circadian and slower timescales in individual patients with focal epilepsy
7:00pm •
P223: Less is More: Wiring-Economical Modular Networks Support Self-Sustained Firing-Economical Neural Avalanches for Efficient Processing
8:00pm •
P106: Efficient communication in distributed simulations of spiking neuronal networks with gap junctions
8:00pm •
P60: Cholinergic modulation can produce rapid task-related plasticity in the auditory cortex
9:00pm •
P92: Modelling the responses of ON and OFF retinal ganglion cells to infrared neural stimulation
9:00pm •
P170: Optically imaged map of orientation preferences in visual cortex of an Australian marsupial, the Tammar Wallaby Macropus eugenii.
Slot 06
7:00pm •
P224: Hopf Bifurcation in Mean Field Explains Critical Avalanches in Excitation-Inhibition Balanced Neuronal Networks: A Mechanism for Multiscale Variabilit
7:00pm •
P83: One-shot model to learn 7 quantal parameters simoultanously, including desensitization
8:00pm •
P135: A cortical model examining mismatch negativity deficits in schizophrenia
8:00pm •
P194: Pattern separation based on rate coding in a biologically detailed cerebellar network model
9:00pm •
P93: Investigation of Stimulation Protocols in Transcutaneous Vagus Nerve Stimulation (tVNS)
9:00pm •
P57: Motor Cortex Encodes A Value Function Consistent With Reinforcement Learning
Slot 07
7:00pm •
P85: The Neuron growth and death model and simulator
7:00pm •
P40: Modeling multi-state molecules with a pythonic STEPS interface
8:00pm •
P31: Exploring fast and slow neural correlates of auditory perceptual bistability with diffusion-mapped delay coordinates
8:00pm •
P125: A predictive coding model of transitive inference
9:00pm •
P152: Face-selective neurons arise spontaneously in untrained deep neural networks
9:00pm •
P55: Identifying Changes in Whole-Brain Functional Connectivity in Complex Longitudinal Clinical Trials
Slot 08
7:00pm •
P76: Inferring a simple mechanism for alpha-blocking by fitting a neural population model to EEG spectra
7:00pm •
P115: Approximating Information Filtering of a Two-stage Neural System
8:00pm •
P8: Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease
9:00pm •
P62: Large Scale Discrimination between Neural Models and Experimental Data
9:00pm •
P116: Astrocyte simulations with realistic morphologies reveal diverse calcium transients in soma and processes
Slot 09
7:00pm •
P5: Mathematical modeling of the circadian clock in spiders
7:00pm •
P41: Reaction-diffusion simulations of astrocytic Ca2+ signals in realistic geometries
8:00pm •
P221: Visualization of pathways of potential neurostructures in neurorehabilitation period based on MRI data processing
8:00pm •
P43: Responses of a Purkinje cell model to inhibition and excitation
9:00pm •
P161: Less is more: a new computational approach for analyzing EEG for brain computer interface applications
9:00pm •
P6: Inference of functional connectivity in living neural networks
Slot 10
7:00pm •
P193: Input strength dependence of the beta component of gamma-band auditory steady-state responses in patients with schizophrenia
7:00pm •
P80: Comp-NeuroFedora, a Free/Open Source operating system for computational neuroscience: download, install, research
8:00pm •
P119: Relating transfer entropy to network structure and motifs, and implications for brain network inference
8:00pm •
P4: Self-organization of connectivity in spiking neural networks with balanced excitation and inhibition
9:00pm •
P143: Biophysically-detailed multiscale model of macaque auditory thalamocortical circuits reproduces physiological oscillations
9:00pm •
P206: Parameter exploration in neuron and synapse models driven by stimuli from living neuron recordings
Slot 11
7:00pm •
P18: Inhibitory Gating in The Dentate Gyrus
7:00pm •
P130: Unifying information theory and machine learning in a model of cochlear implant electrode discrimination
8:00pm •
P27: Lessons from Artificial Neural Network for studying coding principles of Biological Neural Network
9:00pm •
P51: Data-driven multiscale modeling with NetPyNE: new features and example models
9:00pm •
P207: Hybrid robot driven by a closed-loop interaction with a living central pattern generator with online feedback
Slot 12
7:00pm •
P212: Neuron conduction delay plasticity for unsupervised learning
7:00pm •
P47: Brain Dynamics and Structure-Function Relationships via Spectral Factorization and the Transfer Function
8:00pm •
P187: Modulation of the hierarchical gradient of cognitive information processing dynamics during rest and task
8:00pm •
P195: Associative memory performance in peripherally-lesioned networks repaired by homeostatic structural plasticity
9:00pm •
P208: NEST 3.0, NESTML and NEST Desktop: new user experience and classroom readiness
9:00pm •
P56: Impact of Simulated Asymmetric Interregional Cortical Connectivity on the Local Field Potential
Slot 13
7:00pm •
P192: Estimating Transfer Entropy in Continuous Time For Spike Trains
8:00pm •
P86: Studying neural mechanisms in recurrent neural network trained for multitasking depending on a context signal.
8:00pm •
P70: Influence of anatomical connectivity and intrinsic dynamics in a connectome based neural mass model of TMS-evoked potentials
9:00pm •
P127: A Quantification of Cross-Frequency Coupling via Topological Methods
9:00pm •
P153: Number-selective units can spontaneously arise in untrained deep neural networks
Slot 14
7:00pm •
P94: Brain rhythms enhance top-down influence on V1 responses in perceptual learning
7:00pm •
P174: Modal-Polar Representation of Evoked Response Potentials
8:00pm •
P82: Contrast invariant tuning in primary visual cortex
8:00pm •
P132: Preventing Retinal Ganglion Cell Axon Bundle Activation with Oriented Rectangular Electrodes
9:00pm •
P217: Autaptic Connections Can Implement State Transitions in Spiking Neural Networks for Temporal Pattern Recognition
9:00pm •
P162: Approximative models for enabling multi-scale simulations
Slot 15
7:00pm •
P95: A functional role of short-term synapses in maintenance of gustatory working memory in orbitofrontal cortex
7:00pm •
P48: Large-scale spiking network models of primate cortex as research platforms
8:00pm •
P113: Dynamically Damped Stochastic Alpha-band Relaxation Activity in 1/f Noise and Alpha Blocking in Resting M/EEG
8:00pm •
P203: A neural mechanism of working-memory manipulation in a categorization-task performance
9:00pm •
P196: Robustness of ultrasonic modulation of the subthalamic nucleus to GABAergic perturbation
9:00pm •
P97: Multiscale simulations of ischemia and spreading depolarization with NEURON
Slot 16
7:00pm •
P209: A Predictive Model of Serotonergic Fiber Densities Based on Reflected Fractional Brownian Motion
7:00pm •
P32: Contribution of the Na/K pump to rhythmic bursting.
8:00pm •
P147: Seizure Forecasting from long-term EEG and ECG Data using Critical Slowing Principle
8:00pm •
P53: A simple, non-stationary normalization model to explain and successfully predict change detection in monkey area MT
9:00pm •
P197: Computational Modelling of the Locus Coeruleus
9:00pm •
P117: The interplay of neural mechanisms regulates spontaneous cortical network activity: Inferring the role of key mechanisms using data-driven modeling
Slot 17
7:00pm •
P175: Analytic Model for Feature Maps in the Primary Visual Cortex
7:00pm •
P42: A nanometer range reconstruction of the Purkinje cell dendritic tree for computational models
8:00pm •
P16: A computational model for time cell-based learning of interval timing
8:00pm •
P108: Ensemble empirical mode decomposition of noisy local filed potentials from optogenetic data
9:00pm •
P59: Reverse engineering neural networks to identify their cost functions and implicit generative models
9:00pm •
P140: How hard are NP-complete problems for humans?
Slot 18
7:00pm •
P81: A Computational Neural Model of Pattern Motion Selectivity of MT Neurons
7:00pm •
P64: Gamma oscillations organized as localized burst patterns with anomalous propagation dynamics in primate cerebral cortex
8:00pm •
P190: Neural Field Theory: Modelling development of topography via activity based mechanisms.
8:00pm •
P213: Local synaptic connections alter spike responses and signal propagation in models of globus pallidus pars externa
9:00pm •
P176: Using Deep Convolutional Neural Networks to Visualise the Receptive Fields of High Level Visual Cortical Neurons
Slot 19
7:00pm •
P65: Dynamical circuit mechanisms of attentional sampling
7:00pm •
P200: Computational modeling of the input/output mapping in the cerebellar cortex
8:00pm •
P142: Using reinforcement learning to train biophysically detailed models of visual-motor cortex to play Atari games
8:00pm •
P10: Using Adaptive Exponential Integrate-and-Fire neurons to study general principles of patho-topology of cerebellar networks
9:00pm •
P134: A fluid hierarchy in multisensory integration properties of large-scale cortical networks
9:00pm •
P154: Rhythmic eye movement predicts active perception of ambiguous visual stimulus
Slot 20
7:00pm •
P79: Frequency-dependent synaptic gain in a computational model of mouse thoracic sympathetic postganglionic neurons
8:00pm •
P96: Bayesian network change point detection for dynamic functional connectivity
8:00pm •
P75: The covariance perceptron: theory and application
9:00pm •
P103: Constructing model surrogates of populations of dopamine neuron and medium spiny neuron models for understanding phenotypic differences
9:00pm •
P168: Spike initiation properties in the axon: simulations in a biophysically detailed model
Monday
, July 20
Crowdcast
1:00pm •
F3: Neuronal morphology imposes a tradeoff between stability, accuracy and efficiency of synaptic scaling
1:40pm •
O8: Finite element simulation of ionic electrodiffusion in cellular geometries
2:00pm •
O9: Discovering synaptic mechanisms underlying the propagation of cortical activity: A model-driven experimental and data analysis approach
2:20pm •
O10: Neural flows: estimation of wave velocities and identification of singularities in 3D+t brain data
3:00pm •
K3: Information and Decision-Making
4:20pm •
F4: Who can turn faster? Comparison of the head direction circuit of two species
5:00pm •
O11: Experimental and computational characterization of interval variability in the sequential activity of the Lymnaea feeding CPG
5:40pm •
O12: A Spatial Developmental Generative Model of Human Brain Structural Connectivity
6:00pm •
O13: Cortical integration and segregation explained by harmonic modes of functional connectivity
6:20pm •
O14: Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data
10:00pm •
Discussion with Daniel Polani
Slot 01
7:00pm •
P220: Extracellular positive spikes in cat primary visual cortex may correspond from the axons of cells originating from the thalamus
7:00pm •
P171: Neural routing: Determination of the fastest flows and fastest routes in brain networks
8:00pm •
P205: Development of efficient connectivity for reliable signal transmission through STDP
8:00pm •
P19: Neuroscience Gateway Enabling Modeling and Data Processing using High Performance and High Throughput Computing Resources
9:00pm •
P136: Effect of Independent Noise on the Synchronization of Interacting Excitatory-Inhibitory Networks
Slot 02
7:00pm •
P11: Effect of interglomerular inhibitory networks on olfactory bulb odor representations
7:00pm •
P215: Loss aversion and outcome-value encoding: A negative association between posterior insula activity and loss aversion coefficient
8:00pm •
P178: Neuronal resonance may not be apparent, but still present, for realistic input signals using standard impedance measurements
8:00pm •
P188: Neuro-PC: Causal Functional Connectivity for Neural Dynamics
9:00pm •
P50: Spatial denoising through topographic modularity in networks of spiking neurons
9:00pm •
P84: Brainpower – Investigating the role of power constraints in neural network plasticity
Slot 03
7:00pm •
P66: Brain-computer interfaces using stereotactic electroencephalography: Identification of discriminative recording sites for decoding imagined speech
7:00pm •
P222: High-resolution connectivity analyses
8:00pm •
P100: Role of breathing signals and intra-vIRt connectivity in the generation of vibrissa movements
8:00pm •
P182: Intermittent synchronization in a pyramidal-interneuron gamma (PING) network
9:00pm •
P159: Effective connectivity between the forebrain and tectum in the lavar zebra fish for opto-motor behaviors
9:00pm •
P29: High-order interdependencies and the functional balance of segregation-integration in the aging brain
Slot 04
7:00pm •
P158: Controllability for nonlinear dynamic brain system under biological constrains
7:00pm •
P164: Using entropy to compute phase transitions of large networks of neurons
8:00pm •
P169: Entrainment of competitive threshold-linear networks
9:00pm •
P87: Centrality of left inferior frontal gyrus reveals important aspect of motor learning generalization
9:00pm •
P151: Generalisation of stimulus representation across somatosensory cortex areas in a cellular-resolution photostimulus detection task
Slot 05
7:00pm •
P63: Morphological determinants of neuronal dynamics and function
7:00pm •
P211: Neural Networks Architectures That Detect Visual Motion like Biological Brains
8:00pm •
P30: Biophysically Realistic Model of Mouse Olfactory Bulb Gamma Fingerprint
8:00pm •
P46: Faster Gradient Descent Learning
9:00pm •
P146: Larger GPU-accelerated brain simulations with procedural connectivity
9:00pm •
P138: Processing Capacity of recurrent spiking networks
Slot 06
7:00pm •
P121: Avalanches and emergent activity patterns in simulated mouse primary motor cortex
7:00pm •
P73: Effects of transneuronal spreading in the logistic diffusion model of Aβ protein with longitudinal PET scans
8:00pm •
P202: Analysis of Parkinson's Disease Tremor With t-SNE
9:00pm •
P150: The cortical ignition is related to local and mesoscale features of structural connectivity in the connectome of non-human organisms
9:00pm •
P181: Long-term turnover dynamics in area CA1 of hippocampus are consistent with plasticity of non-spatial inputs
Slot 07
7:00pm •
P133: Recurrent neural networks trained in multisensory integration tasks reveal a diversity of selectivity and structural properties
7:00pm •
P165: Using dynamical mean field theory to study synchronization in the brain.
8:00pm •
P204: Stabilization of spiking neural networks using stochastic and high-frequency neurostimulation disrupts seizure-like transitions
8:00pm •
P74: Implications of reduced somatostatin interneuron inhibition in depression on human cortical microcircuit activity
9:00pm •
P225: Functional Identification of the Odorant Transduction Process of Drosophila Olfactory Sensory Neurons
9:00pm •
P112: Comparing Drosophila Neural Circuit Models with FlyBrainLab
Slot 08
7:00pm •
P172: Spatiotemporal brain waves on resting-state MEG data
7:00pm •
P173: How energy constraints shape brain dynamics during hypoxia and epileptic seizures
8:00pm •
P198: Voltage-Dependent Synaptic Plasticity in Magnetic Tunnel Junctions
8:00pm •
P179: Synaptic short-term plasticity and temporal filters: interplay of synaptic and postsynaptic dynamics
9:00pm •
P141: A synthetic likelihood solution to the silent synapse estimation problem
9:00pm •
P218: The Geometry of Spatio-Temporal Odorant Mixture Encoding in the Drosophila Mushroom Body
Slot 09
7:00pm •
P155: A model for unsupervised object categorization in infants
7:00pm •
P33: Temperature coding mechanisms in the cold-sensitive Drosophila neurons
8:00pm •
P24: A bump-attractor spiking neural network for motor adaptation and washout based on Norepinephrine release in primary motor cortex
8:00pm •
P128: An integrate-and-fire model of narrow band modulation in mouse visual cortex
9:00pm •
P131: Unsupervised metadata tagging of computational neuroscience literature, towards question answering
9:00pm •
P77: Tonic GABAergic inhibition enhances activity-dependent dendritic calcium signaling
Slot 10
7:00pm •
P104: Integrated cortical, thalamic and basal ganglia model of brain function: validation against functional requirements
8:00pm •
P149: Towards large-scale model of sleeping brain: sleep spindles in network mass models
8:00pm •
P52: Connectivity modulation by dual-site transcranial alternating current stimulation based on spike-timing dependent plasticity
9:00pm •
P91: A unified framework for the application and evaluation of different methods for neural parameter optimization
9:00pm •
P105: Generating Executable Mushroom Body and Lateral Horn Circuits from the Hemibrain Dataset with FlyBrainLab
Slot 11
7:00pm •
P25: Increased Glutamate Metabolism in ACC after Brief Mindfulness Training: A Pilot MR Spectroscopy Study
7:00pm •
P214: Bayesian Model for Multisensory Integration and Segregation
8:00pm •
P7: Functional dissection of prefrontal networks using optogenetics and large-scale multi-electrode recordings
8:00pm •
P78: Phasic Response of Epileptic Models
9:00pm •
P124: Morphologically-detailed reconstruction of cerebellar glial cells
9:00pm •
P34: Atlas-mapped reconstruction of the cerebellar Lingula
Slot 12
7:00pm •
P69: Population Model of Oscillatory Dynamics in Hippocampal CA1 and CA3 Regions
7:00pm •
P67: A computational model to inform presurgical evaluation of epilepsy from scalp EEG
8:00pm •
P14: Estimation of the cortical microconnectome from in vivo spiking activity in the macaque monkey
8:00pm •
P191: Electro-physiology models of cells with spherical geometry
9:00pm •
P90: Texture-like neural representations
9:00pm •
P2: The monosynaptic inference problem: linking statistics and dynamics in ground truth models
Slot 13
7:00pm •
P122: Adaptive activity-dependent myelination promotes synchronization in large-scale brain networks
7:00pm •
P189: Computationally Going Where Experiments Cannot: A Dynamical Assessment of Dendritic Currents in the Behaving Animal [1]
8:00pm •
P72: Comparison of surrogate techniques for evaluation of spatio-temporal patterns in massively parallel spike trains
8:00pm •
P58: Systematic testing and validation of models of hippocampal neurons against electrophysiological data
9:00pm •
P118: Compartmental models for mammalian cortical pyramidal neurons: a survey of published models, model complexity and parameter sensitivity
9:00pm •
P88: Phosphorylation-induced variation of NF kinetics and morphology of axon
Slot 14
7:00pm •
P139: Stereotyped population dynamics in the medial entorhinal cortex
7:00pm •
P201: Frequency-separated Principal Components Analysis of Cortical Population Activity
8:00pm •
P21: Synergy in the Encoding of a moving bar by a retina
9:00pm •
P145: Possible roles of non-synaptic interactions between olfactory receptor neurons in insects
9:00pm •
P3: Using Higher-Order Networks to Analyze Non-Linear Dynamics in Neural Network Models
9:00pm •
P185: Higher-order interactions induced by strong shared inputs
Slot 15
7:00pm •
P219: Interpretable modeling of neurons in cortical area V4 via compressed convolutional neural networks
7:00pm •
P137: General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila
8:00pm •
P129: Correlated inputs to the striatum generate beta over-synchronization in in silico cortico-basal ganglia network
8:00pm •
P184: Selection of ictogenic zones in epilepsy surgery using computational models
9:00pm •
P99: Integrated Model of Reservoir Computing and Autoencoder for Explainable Artificial Intelligence
9:00pm •
P23: Closed-form approximations of single-channel calcium nanodomains in the presence of cooperative calcium buffers
Slot 16
7:00pm •
P120: Ageing-related changes in prosocial reinforcement learning and links to psychopathic traits
7:00pm •
P216: Multiplicity and correlations of unidirectional and reciprocal connections in the nervous system of the Caenorhabditis elegans
8:00pm •
P15: Learning sequences of correlated patterns in recurrent networks
8:00pm •
P156: Analytical solution of linearized equations of the Morris-Lecar neuron model at large constant stimulation
9:00pm •
P160: Dynamic causal modeling of single cell level activities observed in the calcium imaging
9:00pm •
P107: Inferring parameters of DBS-induced short-term synaptic plasticity from in-vivo recordings of human brain
Slot 17
7:00pm •
P71: Local homeostatic regulation of the spectral radius of echo-state networks
7:00pm •
P45: Exploring relevant spatiotemporal scales for analyses of brain dynamics
8:00pm •
P12: A population level model of movement disorder oscillations and deep brain stimulation
8:00pm •
P157: Mesoscopic spiking neuronal network model capturing the remote activation of "epilepsy" focus
9:00pm •
P49: Electro-diffusion of ions in dendritic signal transduction
Slot 18
7:00pm •
P54: Non-Invasive Chronometric Modeling of Oculomotor Processing
7:00pm •
P110: Synchronization and resilience in the Kuramoto white matter network model with adaptive state-dependent delays
8:00pm •
P28: Inhibitory gain allows transitions between integrated and segregated states: a neuromodulatory analysis from whole-brain models
8:00pm •
P199: Stimulation-Induced Decoupling by Spike-Timing-Dependent Plasticity in Neuronal Networks with Propagation Delays
Slot 19
7:00pm •
P26: Learning recurrent dynamic patterns in spiking neural networks
7:00pm •
P13: Organization of connectivity between areas in the monkey frontoparietal network
8:00pm •
P61: Self-supervision mechanism of multiple dendritic compartments for temporal feature learning
8:00pm •
P180: Mean Field Theory Inference and Learning in Networks with Stochastic Natural Exponential Family Neurons
Slot 20
7:00pm •
P17: The Impacts of the Connectome on Coupled Networks of Wilson-Cowan Models with Homeostatic Plasticity
7:00pm •
P1: Homeostatic recognition circuits emulating network-wide bursting and surprise
8:00pm •
P148: Biophysically grounded mean-field models of neural populations under electrical stimulation
8:00pm •
P22: Retina as a Negative Group Delay Filter
9:00pm •
P123: Computational Implementation in NEURON of Inter-cellular Calcium Waves in Syncytial Tissue
Slot 21
7:00pm •
P163: Biophysics and dynamics shape the cross-correlation properties of monosynaptic connections
9:00pm •
P177: Modeling theta-band resonance in a neocortical circuit
Tuesday
, July 21
Crowdcast
7:00am •
K4: Computational models of neural development
1:00pm •
Discussion with Geoffrey Goodhill
2:00pm •
OCNS Members' meeting
Crowdcast (W01)
3:00pm •
W1 S0: Methods of Information Theory in Comptuational Neuroscience - Opening Remarks
3:05pm •
W1 S1: Inferring what to do
3:50pm •
W1 S2: A differentiable measure of pointwise shared information
5:00pm •
W1 S3: Using lossy representations to find the neural code?
5:45pm •
W1 S4: Motifs for processes on networks
6:15pm •
W1 S5: Inference of topology and the nature of synapses in neuronal networks
Crowdcast (W02)
9:30am •
W2 S01: Elucidating the role of cell architecture and its remodeling in maintaining a healthy heartbeat using high-resolution 3D computational models.
10:00am •
W2 S02: Inositol triphosphate receptors can increase calcium spark activity in cardiomyocyte dyads without altering signal shape
10:30am •
W2 S03: Spatiotemporal properties of Ca2+ activity in single astrocytes and astrocytic networks
11:00am •
W2 S04: Patterns of astrocytic Ca2+ activity: from imaging to modeling and back.
12:00pm •
W2 S05: Exploring the origin of spatiotemporal patterns of glial calcium by a compartmental model of astrocytic physiology
12:30pm •
W2 S06: Cloud-based parallel computing of cellular dynamics in a realistic model of astroglia
3:00pm •
W2 S07: Online methods for real-time analysis of calcium imaging data
3:30pm •
W2 S08: Multiphoton imaging of calcium signals in populations of hippocampal neurons during behaviour in mouse models of neurodegenerative disorders
4:00pm •
W2 S09: Synaptic plasticity rules with physiological calcium levels
4:30pm •
W2 S10: Calcium as trigger of synaptic plasticity
Crowdcast (W03)
3:30pm •
W3 S0: Information-Theoretic Models in Psychology and Neuroscience (Opening remarks)
3:35pm •
W3 S1: Connecting Perceptual Bias and Discriminability with Power-Law Efficient Codes
4:10pm •
W3 S2: Complexity, information, and statistical inference by humans
4:45pm •
W3 S3: Neural Circuits Underlying Bayesian Inference in Time Perception
6:15pm •
W3 S4: Working Memory 2.0
6:50pm •
W3 S5: Reconciling the Spatial and Mnemonic Views of the Hippocampus
7:25pm •
W3 S6: Characterising Sensory and Abstract Representations in Neural Ensembles
Crowdcast (W04)
4:00pm •
W4 S1: MOOSE: Multiscale Object-Oriented Simulation Environment
4:30pm •
W4 S2: The Virtual Brain (TVB) and Virtual Brain Cloud
5:00pm •
W4 S3: Arbor Simulator
6:00pm •
W4 S4: NEST Simulator
6:30pm •
W4 Discussion 1: Where should we be in 5 years and what tools/resources are missing?
7:00pm •
W4 S5: The Brian Simulator
7:30pm •
W4 S6: The NEURON Simulator
8:00pm •
W4 S7: NetPyNE modeling tool
8:30pm •
W4 S8: The SONATA data format and the Brain Modeling Toolkit (BMTK)
Crowdcast (W05)
2:00pm •
W05 S00: Opening Remarks On Spatiotemporal Dynamics in Neuroimaging: Models and Analysis
2:10pm •
W05 S01: Neural Flows: a toolbox for estimation of velocities, and sparse representation of whole-brain spatiotemporal wave dynamics.
2:30pm •
W05 S02: Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity
3:00pm •
W05 S03: Spatio-temporal dynamics in epilepsy: Models & Analysis
3:30pm •
W05 S04: Dynamical richness emerging from fixed connectomes.
4:00pm •
W05 S05: Tracking fast spatiotemporal dynamics in EEG with network harmonics
4:30pm •
W05 S06: Modulation of corticothalamic rhythmogenic circuits in depressed patients by rTMS neurostimulation therapy
5:00pm •
W05 S07: Functional reorganisation of brain dynamics during naturalistic movie watching assessed with Hidden Markov Modeling
5:30pm •
W05 S08: extended Q & A time
Crowdcast (W06)
5:00pm •
W06 S1: An overview of data, tools, and computational analysis at the Allen Insitute
5:30pm •
W06 S2: Cell types of mouse cortex: definition and genetic access
6:00pm •
W06 S3: Identifying the molecular signatures of CA1 projection classes
6:45pm •
W06 S4: The Allen Mouse Common Coordinate Framework: a 3D reference atlas enabling data integration
7:15pm •
W06 S5: A practical guide to accessing and using Allen Mouse Brain Connectivity Atlas data
7:45pm •
W06 S6: Is cortex a hierarchically organized set of canonical local circuits?
8:15pm •
W06 S7: Deep brain discovery: Learning how to interpret variability in neural structure
8:45pm •
W06 S8: Discussion
Crowdcast (W10)
5:00pm •
W10: Dissecting the role of interneurons in mnemonic functions using computational modelling approaches
5:15pm •
W10-1. Getting the most out of computational models of hippocampal interneurons
6:00pm •
W10-2 Cellular mechanisms of the visual EEG alpha rhythm.
6:45pm •
W10-3 Excitation-inhibition interactions govern the dynamics of spiking sequences and their replays: Combining modeling, electrophysiology and calcium imaging.
7:30pm •
W10-4 Learning complementary inhibitory weight profiles to allow flexible switching.
8:15pm •
W10-5 Fast, Compressible Learning in the Hippocampus using Interneuron Sequences
Wednesday
, July 22
Crowdcast (W01)
9:00am •
W1 S6: Structure of information to understand the physical basis of consciousness
9:45am •
W1 S7: Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
11:00am •
W1 S8: Developing and testing the concept of intersection information using PID
11:30am •
W1 S9: Exploring relevant spatiotemporal scales for analyses of brain dynamics
12:00pm •
W1 S10: Information flow under visual cortical magnification: Gaussianization estimates and theoretical results
3:00pm •
W1 S11: Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age
3:45pm •
W1 S12: Multi-target information decomposition and applications to integrated information theory
5:00pm •
W1 S13: Information Theory for Cognitive Modelling: Speculations and Directions
5:45pm •
W1 S14: Dynamical modeling, decoding, and control of multiscale brain networks
6:30pm •
W1 S15: Wrap-up
Crowdcast (W02)
10:00am •
W2 S11: Modeling calcium signaling in live animals
10:30am •
W2 S12: Calcium signalling in cellular space
11:00am •
W2 S13: Calcium: a mediator between metabolism and cell fate
11:30am •
W2 S14: Antipodes of calcium signalling: subcellular microdomains and whole cell calcium spikes
12:30pm •
W2 S15: Modelling concepts for IP3-induced Ca2+ signaling
1:00pm •
W2 S16: Statistical analysis and data-driven modeling of type 1 and type 2 IP3R
1:30pm •
W2 S17: Modelling inositol trisphosphate receptor-mediated calcium oscillations
3:00pm •
W2 S18: Analyzing and modeling the kinetics and evolution of Ca2+-permeable β amyloid pores associated with Alzheimer’s disease
3:30pm •
W2 S19: Enabling real-time brain-machine interfaces via tensor-based computing
4:00pm •
W2 S20: Calcium release through IP3 receptors equips cells with a fast way to reprogram intracellular calcium signals
4:30pm •
W2 S21: Exploring the origin of spatiotemporal patterns of glial calcium by a compartmental model of astrocytic physiology
5:00pm •
W2 S22: Decoding cytosolic and mitochondrial calcium dynamics in astrocytes
Crowdcast (W03)
3:00pm •
W3 S7: Deep Inference and Information Gain
3:35pm •
W3 S8: The Magic of Neocortex: Pyramidal Cells that are Context-Sensitive Two-Point Processors as Seen by Three-Way Mutual Information Decomposition
4:10pm •
W3 S9: Information, Anticipation and Dopamine
4:45pm •
W3 S10: Using Cumulative Coding Cost to Analyze and Understand Acquisition and Extinction
6:15pm •
W3 S11: Efficient compression and human semantic systems
6:50pm •
W3 S12: Probability Distortion Maximizes Mutual Information
7:25pm •
W3 S13: Memory and Instincts As a Continuum of Information Storage
Crowdcast (W04)
4:00pm •
W4 S9: PyNN modeling tool
4:30pm •
W4 S10: The Human Brain Project (HBP) Brain Simulation Platform (BSP)
5:00pm •
W4 S11: ModelDB
6:00pm •
W4 S12: NeuroML and Open Source Brain
6:30pm •
W4 S13: CoreNEURON simulator
7:00pm •
W4 Discussion 2: Should detailed modeling be more widely used? should tools/standards converge or diversify?
7:30pm •
W4 S14: The Neuroscience Gateway (NSG)
8:00pm •
W4 S15: FlyBrainLab: Accelerating the Discovery of the Functional Logic of the Fruit Fly Brain in the Connectomic/Synaptomic Era
Crowdcast (W06)
5:00pm •
W06 S9: Morpho-electric-transcriptomic cells types in mouse visual cortex
5:30pm •
W06 S10: Probing Synaptic Signaling with Open Physiology Datasets and Tools.
6:00pm •
W06 S11: Mapping the Connectivity of Cell Types with EM Connectomics
7:00pm •
W06 S12: Probing Cell Types with Open Connectomics Datasets and Tools
7:30pm •
W06 S13: Systematic Integration of Structural and Functional Data into Multi-Scale Models of Mouse Primary Visual Cortex
8:00pm •
W06 S14: Leveraging data, tools and models to gain new insights in mouse visual cortex
8:30pm •
W06 S15: Discussion
Crowdcast (W07)
2:45pm •
W7: Dynamics of Rhythm Generation: Role of Ionic Pumps, Exchangers, and Ion Homeostasis
3:00pm •
W7 S1: Modeling and experiments indicate a role for the Na/K pump in generation and regulation of bursting activity
3:45pm •
W7 S2: Neuromodulation within the spinal cord - a tale of two rhythms
4:30pm •
W7 S3: Mechanisms harnessing Na/K pump dynamics into robust rhythm generation
5:45pm •
W7 S4: On the origin of ultraslow spontaneous Na+ oscillations in neonatal brain
6:30pm •
W7 S5: Activity-dependent regulation of locomotor rhythms by sodium-potassium pumps
Crowdcast (W09)
4:30pm •
W9 S1 - Machine learning and mechanistic modeling for understanding brain in health and disease
4:45pm •
W9 S2 - Using reinforcement learning to train biophysically detailed models of visual-motor cortex to play Atari games
5:15pm •
W9 S3 - Multi-level modelling of the brain: from intracellular signaling and neurovascular coupling to whole-body cross-talk and clinical implementations
5:45pm •
W9 S4 -Algorithmic Analytics Towards Precision Psychiatry
6:15pm •
W9 S5 - Inferring nonlinear dynamical systems from multi-modal psychiatric data by statistical deep learning
8:15pm •
W9 S6 - Extended Lunch
8:45pm •
W9 S7 - From models of neural circuits to deep learning: A multi-scale approach to understanding the function of the visual tilt illusion
9:15pm •
W9 S8 - Strong inhibition and stable temporal dynamics in spiking networks sustain working memory
9:45pm •
W9 S9 - Toward multi-scale brain data assimilation
10:15pm •
W9 S10 - Workshop Discussion
Thursday
, July 23
Crowdcast (W06)
5:00pm •
W06 S16: From hypothesis to data: Open two-photon brain observatories in system neuroscience
5:30pm •
W06 S17: Functional computation in the mouse visual cortex
6:00pm •
W06 S18:Testing theories of sensory coding and learning with the Allen Institute's Brain Observatory
7:00pm •
W06 S19:Explorations of self-supervised learning in the neocortex using open data
7:30pm •
W06 S20:Building a pipeline to survey spiking activity across the mouse visual system
8:00pm •
W06 S21: Reconciling functional differences in neural populations inferred from two-photon imaging and electrophysiology
8:30pm •
W06 S22: Discussion
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W01: Methods of Information Theory in Computational Neuroscience
W02: Calcium signalling
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W04: Tools and resources for developing and sharing models in computational neuroscience
W05: Spatiotemporal Dynamics in Neuroimaging: Models and Analysis
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UTC
Dates
Saturday
, July 18
Sunday
, July 19
Monday
, July 20
Tuesday
, July 21
Wednesday
, July 22
Thursday
, July 23
Venue
Crowdcast
Crowdcast (W01)
Crowdcast (W02)
Crowdcast (W03)
Crowdcast (W04)
Crowdcast (W05)
Crowdcast (W06)
Crowdcast (W07)
Crowdcast (W09)
Crowdcast (W10)
Link (T1)
Link (T2)
Link (T3)
Link (T4)
Link (T5)
Link (T6)
Link (T7)
Party: Whyville!
Slot 01
Slot 02
Slot 03
Slot 04
Slot 05
Slot 06
Slot 07
Slot 08
Slot 09
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Slot 11
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Slot 21
Session Type
Featured Talk
All
Circuits in Action
Hippocampus
Learning and Dynamics
Neurons to Circuits
Keynote
Keynote Speaker Forum
Members' meeting
Oral
All
Circuits in Action
Hippocampus
Learning and Dynamics
Neurons to Circuits
Sensory Systems
Structural and Functional Connectivity
Party
Poster
All
Central Pattern Generator
Neurons to Circuits
Showcase
Tutorial
Workshop
All
W01: Methods of Information Theory in Computational Neuroscience
W02: Calcium signalling
W03: Information - Theoretic Models of Psychology and Neuroscience
W04: Tools and resources for developing and sharing models in computational neuroscience
W05: Spatiotemporal Dynamics in Neuroimaging: Models and Analysis
W06: Allen Institute data and tools
W07: Dynamics of Rhythm Generation: Role of Ionic Pumps; Exchangers; and Ion Homeostasis
W09: Machine learning and mechanistic modeling for understanding brain in health and disease
W10: Modelling Interneurons during Memory
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