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Featured Talk
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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
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Central Pattern Generator
Neurons to Circuits
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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
Popular
Back to Speakers
Adam Ponzi
IBF CNR Palermo
Postdoc
Italy
Saturday
, July 18
12:00pm CEST
Characterizing neural dynamics using highly comparative time-series analysis
Link (T7)
Ben D. Fulcher
3:00pm CEST
K1: Deep reinforcement learning and its neuroscientific implications
Crowdcast
Matthew Botvinick
4:00pm CEST
Building mechanistic multiscale models, from molecules to networks, using NEURON and NetPyNE
Link (T2)
Robert A McDougal • William W Lytton • Joe Graham • Salvador Dura-Bernal
The use of Keras with Tensor Flow applied to neural models and data analysis
Link (T5)
Cecilia Jarne
7:00pm CEST
Methods from Data Science for Model Simulation, Analysis, and Visualization
Link (T6)
Cengiz Gunay • Anca Doloc-Mihu
10:00pm CEST
Discussion with Matt Botvinick
Crowdcast
Matthew Botvinick
11:00pm CEST
Information theory and directed network inference (using JIDT and IDTxl)
Crowdcast
Joseph Lizier • Leonardo Novelli
Sunday
, July 19
1:00pm CEST
F1: Delineating Reward/Avoidance Decision Process in the Impulsive-compulsive Spectrum Disorders through a Probabilistic Reversal Learning Task
Crowdcast
Xiaoliu Zhang
1:40pm CEST
O1: Dopamine role in learning and action inference
Crowdcast
Rafal Bogacz
2:00pm CEST
O2: Neural Manifold Models for Characterising Brain Circuit Dynamics in Neurodegenerative Disease
Crowdcast
Seigfred Prado
2:20pm CEST
O3: Coupled experimental and modeling representation of the mechanisms of epileptic discharges in rat brain slices
Crowdcast
Anton Chizhov
3:00pm CEST
K2: A new computational framework for understanding vision in our brain
Crowdcast
Li Zhaoping
4:20pm CEST
O4: Towards multipurpose bio-realistic models of cortical circuits
Crowdcast
Anton Arkhipov
4:40pm CEST
O5: How Stimulus Statistics Affect the Receptive Fields of Cells in Primary Visual Cortex
Crowdcast
Ali Almasi
5:00pm CEST
O6: Analysis and Modelling of Response Features of Accessory Olfactory Bulb Neurons
Crowdcast
Yoram Ben-Shaul
5:40pm CEST
F2: Using evolutionary algorithms to explore single-cell heterogeneity and microcircuit operation in the hippocampus
Crowdcast
Andrea Navas-Olive
6:20pm CEST
O7: 'Awake Delta' and Theta-Rhythmic Modes of Hippocampal Network Activity Track Intermittent Locomotor Behaviors in Rat
Crowdcast
Nathan Schultheiss
7:00pm CEST
P115: Approximating Information Filtering of a Two-stage Neural System
Slot 08
Gregory Knoll
P174: Modal-Polar Representation of Evoked Response Potentials
Slot 14
Rawan El-Zghir
P193: Input strength dependence of the beta component of gamma-band auditory steady-state responses in patients with schizophrenia
Slot 10
Christoph Metzner
P36: Robust spatial memories encoded by transient neuronal networks
Slot 01
Yuri Dabaghian
P38: Priors based on abstract rules modulate the encoding of pure tones in the subcortical auditory pathway
Slot 03
Alejandro Tabas
P64: Gamma oscillations organized as localized burst patterns with anomalous propagation dynamics in primate cerebral cortex
Slot 18
Xian Long
P65: Dynamical circuit mechanisms of attentional sampling
Slot 19
Guozhang Chen
P76: Inferring a simple mechanism for alpha-blocking by fitting a neural population model to EEG spectra
Slot 08
Agus Hartoyo
P81: A Computational Neural Model of Pattern Motion Selectivity of MT Neurons
Slot 18
Parvin Zarei Eskikand
P94: Brain rhythms enhance top-down influence on V1 responses in perceptual learning
Slot 14
Ryo Tani
P98: Bayesian mechanics in the brain under the free-energy principle
Slot 02
Chang-Sub Kim
8:00pm CEST
P113: Dynamically Damped Stochastic Alpha-band Relaxation Activity in 1/f Noise and Alpha Blocking in Resting M/EEG
Slot 15
Rick Evertz
P135: A cortical model examining mismatch negativity deficits in schizophrenia
Slot 06
Gili Karni
P142: Using reinforcement learning to train biophysically detailed models of visual-motor cortex to play Atari games
Slot 19
Haroon Anwar
P147: Seizure Forecasting from long-term EEG and ECG Data using Critical Slowing Principle
Slot 16
Wendy Xiong
P183: Universal fingerprints of slow-wave activity in in vivo, in vitro and in silico cortical networks
Slot 01
Alessandra Camassa
P187: Modulation of the hierarchical gradient of cognitive information processing dynamics during rest and task
Slot 12
Oliver Cliff • Joseph Lizier
P31: Exploring fast and slow neural correlates of auditory perceptual bistability with diffusion-mapped delay coordinates
Slot 07
Pake Melland
P53: A simple, non-stationary normalization model to explain and successfully predict change detection in monkey area MT
Slot 16
Detlef Wegener
P75: The covariance perceptron: theory and application
Slot 20
Matthieu Gilson
P8: Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease
Slot 08
Benoit Duchet
9:00pm CEST
P103: Constructing model surrogates of populations of dopamine neuron and medium spiny neuron models for understanding phenotypic differences
Slot 20
Tim Rumbell
P111: The impact of noise on the temporal patterning of neural synchronization
Slot 02
Leonid Rubchinsky
P143: Biophysically-detailed multiscale model of macaque auditory thalamocortical circuits reproduces physiological oscillations
Slot 10
Salvador Dura-Bernal
P154: Rhythmic eye movement predicts active perception of ambiguous visual stimulus
Slot 19
Woochul Choi
P51: Data-driven multiscale modeling with NetPyNE: new features and example models
Slot 11
Joe Graham
P59: Reverse engineering neural networks to identify their cost functions and implicit generative models
Slot 17
Takuya Isomura
P68: Large-scale calcium imaging of spontaneous activity in larval zebrafish reveals signatures of criticality
Slot 04
Michael McCullough
10:00pm CEST
Discussion with Zhaoping Li
Crowdcast
Li Zhaoping
11:00pm CEST
CNS Party
Party: Whyville!
jim Bower • Rebekah Evans
Monday
, July 20
1:00pm CEST
F3: Neuronal morphology imposes a tradeoff between stability, accuracy and efficiency of synaptic scaling
Crowdcast
Adriano Bellotti
1:40pm CEST
O8: Finite element simulation of ionic electrodiffusion in cellular geometries
Crowdcast
Ada Johanne Ellingsrud
2:00pm CEST
O9: Discovering synaptic mechanisms underlying the propagation of cortical activity: A model-driven experimental and data analysis approach
Crowdcast
Heidi Teppola
2:20pm CEST
O10: Neural flows: estimation of wave velocities and identification of singularities in 3D+t brain data
Crowdcast
Paula Sanz-Leon
3:00pm CEST
K3: Information and Decision-Making
Crowdcast
Daniel Polani
4:20pm CEST
F4: Who can turn faster? Comparison of the head direction circuit of two species
Crowdcast
Ioannis Pisokas
5:00pm CEST
O11: Experimental and computational characterization of interval variability in the sequential activity of the Lymnaea feeding CPG
Crowdcast
Alicia Garrido-Peña
5:40pm CEST
O12: A Spatial Developmental Generative Model of Human Brain Structural Connectivity
Crowdcast
Stuart Oldham
6:00pm CEST
O13: Cortical integration and segregation explained by harmonic modes of functional connectivity
Crowdcast
Katharina Glomb
6:20pm CEST
O14: Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data
Crowdcast
Pedro Mediano
7:00pm CEST
P110: Synchronization and resilience in the Kuramoto white matter network model with adaptive state-dependent delays
Slot 18
Daniel Park
P121: Avalanches and emergent activity patterns in simulated mouse primary motor cortex
Slot 06
Donald Doherty
P122: Adaptive activity-dependent myelination promotes synchronization in large-scale brain networks
Slot 13
Rabiya Noori
P133: Recurrent neural networks trained in multisensory integration tasks reveal a diversity of selectivity and structural properties
Slot 07
Jorge Mejias
P137: General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila
Slot 15
Roberto Munoz
P139: Stereotyped population dynamics in the medial entorhinal cortex
Slot 14
Soledad Gonzalo Cogno
P158: Controllability for nonlinear dynamic brain system under biological constrains
Slot 04
Jiyoung Kang
P164: Using entropy to compute phase transitions of large networks of neurons
Slot 04
Wei Qin
P165: Using dynamical mean field theory to study synchronization in the brain.
Slot 07
Isabelle Harris
P171: Neural routing: Determination of the fastest flows and fastest routes in brain networks
Slot 01
Paula Sanz-Leon
P172: Spatiotemporal brain waves on resting-state MEG data
Slot 08
James Pang
P201: Frequency-separated Principal Components Analysis of Cortical Population Activity
Slot 14
Jean-Philippe Thivierge
P26: Learning recurrent dynamic patterns in spiking neural networks
Slot 19
Christopher Kim
P45: Exploring relevant spatiotemporal scales for analyses of brain dynamics
Slot 17
Xenia Kobeleva
P67: A computational model to inform presurgical evaluation of epilepsy from scalp EEG
Slot 12
Marinho Lopes
P69: Population Model of Oscillatory Dynamics in Hippocampal CA1 and CA3 Regions
Slot 12
Ashraya Samba Shiva
8:00pm CEST
P128: An integrate-and-fire model of narrow band modulation in mouse visual cortex
Slot 09
Nicolo Meneghetti
P129: Correlated inputs to the striatum generate beta over-synchronization in in silico cortico-basal ganglia network
Slot 15
Elena Manferlotti
P12: A population level model of movement disorder oscillations and deep brain stimulation
Slot 17
Nada Yousif
P15: Learning sequences of correlated patterns in recurrent networks
Slot 16
Subhadra Mokashe
P169: Entrainment of competitive threshold-linear networks
Slot 04
Andrea Bel
P178: Neuronal resonance may not be apparent, but still present, for realistic input signals using standard impedance measurements
Slot 02
Rodrigo Pena
P182: Intermittent synchronization in a pyramidal-interneuron gamma (PING) network
Slot 03
Quynh-Anh Nguyen
P184: Selection of ictogenic zones in epilepsy surgery using computational models
Slot 15
Petroula Laiou
P188: Neuro-PC: Causal Functional Connectivity for Neural Dynamics
Slot 02
Rahul Biswas
P202: Analysis of Parkinson's Disease Tremor With t-SNE
Slot 06
Dmitrii Todorov
P204: Stabilization of spiking neural networks using stochastic and high-frequency neurostimulation disrupts seizure-like transitions
Slot 07
Scott Rich
P52: Connectivity modulation by dual-site transcranial alternating current stimulation based on spike-timing dependent plasticity
Slot 10
Bettina Schwab
9:00pm CEST
P138: Processing Capacity of recurrent spiking networks
Slot 05
Tobias Schulte to Brinke
P177: Modeling theta-band resonance in a neocortical circuit
Slot 21
Rodrigo Pena
P181: Long-term turnover dynamics in area CA1 of hippocampus are consistent with plasticity of non-spatial inputs
Slot 06
Federico Devalle
P185: Higher-order interactions induced by strong shared inputs
Slot 14
Safura Rashid Shomali
P99: Integrated Model of Reservoir Computing and Autoencoder for Explainable Artificial Intelligence
Slot 15
Hoon-Hee Kim
10:00pm CEST
Discussion with Daniel Polani
Crowdcast
Daniel Polani
Tuesday
, July 21
2:00pm CEST
W05 S00: Opening Remarks On Spatiotemporal Dynamics in Neuroimaging: Models and Analysis
Crowdcast (W05)
Paula Sanz-Leon • James Roberts • Changsong Zhou • Yujiang Wang • Patricio Orio • Katharina Glomb • John Griffiths • Johan van der Meer
2:10pm CEST
W05 S01: Neural Flows: a toolbox for estimation of velocities, and sparse representation of whole-brain spatiotemporal wave dynamics.
Crowdcast (W05)
Paula Sanz-Leon
2:30pm CEST
W05 S02: Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity
Crowdcast (W05)
Changsong Zhou
3:00pm CEST
W1 S0: Methods of Information Theory in Comptuational Neuroscience - Opening Remarks
Crowdcast (W01)
Joseph Lizier
3:05pm CEST
W1 S1: Inferring what to do
Crowdcast (W01)
Thomas Parr
3:30pm CEST
W3 S0: Information-Theoretic Models in Psychology and Neuroscience (Opening remarks)
Crowdcast (W03)
Dimitris Pinotsis • Randy Gallistel • Earl K. Miller
3:35pm CEST
W3 S1: Connecting Perceptual Bias and Discriminability with Power-Law Efficient Codes
Crowdcast (W03)
Jonathan Pillow
3:50pm CEST
W1 S2: A differentiable measure of pointwise shared information
Crowdcast (W01)
Abdullah Makkeh
4:00pm CEST
W05 S05: Tracking fast spatiotemporal dynamics in EEG with network harmonics
Crowdcast (W05)
Katharina Glomb
4:10pm CEST
W3 S2: Complexity, information, and statistical inference by humans
Crowdcast (W03)
Vijay Balasubramanian
4:30pm CEST
W4 S2: The Virtual Brain (TVB) and Virtual Brain Cloud
Crowdcast (W04)
Petra Ritter
4:45pm CEST
W3 S3: Neural Circuits Underlying Bayesian Inference in Time Perception
Crowdcast (W03)
Devika Narain
5:00pm CEST
W05 S07: Functional reorganisation of brain dynamics during naturalistic movie watching assessed with Hidden Markov Modeling
Crowdcast (W05)
Johan van der Meer
W10: Dissecting the role of interneurons in mnemonic functions using computational modelling approaches
Crowdcast (W10)
Wilten Nicola • Roger D. Traub • Frances Skinner • Jiannis Taxidis • Everton Agnes (Vogels lab)
6:00pm CEST
W10-2 Cellular mechanisms of the visual EEG alpha rhythm.
Crowdcast (W10)
Roger D. Traub
6:15pm CEST
W3 S4: Working Memory 2.0
Crowdcast (W03)
Earl K. Miller
6:30pm CEST
W4 Discussion 1: Where should we be in 5 years and what tools/resources are missing?
Crowdcast (W04)
Salvador Dura-Bernal • Kael Dai • Padraig Gleeson
6:45pm CEST
W10-3 Excitation-inhibition interactions govern the dynamics of spiking sequences and their replays: Combining modeling, electrophysiology and calcium imaging.
Crowdcast (W10)
Jiannis Taxidis
7:25pm CEST
W3 S6: Characterising Sensory and Abstract Representations in Neural Ensembles
Crowdcast (W03)
Dimitris Pinotsis
7:45pm CEST
W06 S6: Is cortex a hierarchically organized set of canonical local circuits?
Crowdcast (W06)
Stefan Mihalas
8:15pm CEST
W06 S7: Deep brain discovery: Learning how to interpret variability in neural structure
Crowdcast (W06)
Eva Dyer
W10-5 Fast, Compressible Learning in the Hippocampus using Interneuron Sequences
Crowdcast (W10)
Wilten Nicola
Wednesday
, July 22
9:00am CEST
W1 S6: Structure of information to understand the physical basis of consciousness
Crowdcast (W01)
Naotsugu Tsuchiya
9:45am CEST
W1 S7: Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
Crowdcast (W01)
Oliver Cliff
11:00am CEST
W1 S8: Developing and testing the concept of intersection information using PID
Crowdcast (W01)
Marco Celotto
11:30am CEST
W1 S9: Exploring relevant spatiotemporal scales for analyses of brain dynamics
Crowdcast (W01)
Xenia Kobeleva
12:00pm CEST
W1 S10: Information flow under visual cortical magnification: Gaussianization estimates and theoretical results
Crowdcast (W01)
Jesus Malo
12:30pm CEST
W2 S15: Modelling concepts for IP3-induced Ca2+ signaling
Crowdcast (W02)
Martin Falcke
1:00pm CEST
W2 S16: Statistical analysis and data-driven modeling of type 1 and type 2 IP3R
Crowdcast (W02)
Ivo Siekmann
1:30pm CEST
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Crowdcast (W02)
Pengxing Cao
2:45pm CEST
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Crowdcast (W07)
Gareth Miles • Patrick Whelan • Ronald Calabrese • Gennady Cymbalyuk • Ghanim Ullah
3:00pm CEST
W1 S11: Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age
Crowdcast (W01)
Daniele Marinazzo
W3 S7: Deep Inference and Information Gain
Crowdcast (W03)
Karl Friston
3:30pm CEST
W2 S19: Enabling real-time brain-machine interfaces via tensor-based computing
Crowdcast (W02)
Andrea Giovannucci
3:35pm CEST
W3 S8: The Magic of Neocortex: Pyramidal Cells that are Context-Sensitive Two-Point Processors as Seen by Three-Way Mutual Information Decomposition
Crowdcast (W03)
Bill Phillips
3:45pm CEST
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Crowdcast (W01)
Pedro Mediano
4:00pm CEST
W4 S9: PyNN modeling tool
Crowdcast (W04)
Andrew Davison
4:10pm CEST
W3 S9: Information, Anticipation and Dopamine
Crowdcast (W03)
Peter Balsam
4:30pm CEST
W4 S10: The Human Brain Project (HBP) Brain Simulation Platform (BSP)
Crowdcast (W04)
Luca Bologna
W9 S1 - Machine learning and mechanistic modeling for understanding brain in health and disease
Crowdcast (W09)
William W Lytton • Sam Neymotin
4:45pm CEST
W3 S10: Using Cumulative Coding Cost to Analyze and Understand Acquisition and Extinction
Crowdcast (W03)
Randy Gallistel
5:00pm CEST
W1 S13: Information Theory for Cognitive Modelling: Speculations and Directions
Crowdcast (W01)
Daniel Polani
5:45pm CEST
W1 S14: Dynamical modeling, decoding, and control of multiscale brain networks
Crowdcast (W01)
Maryam Shanechi
W9 S4 -Algorithmic Analytics Towards Precision Psychiatry
Crowdcast (W09)
Danilo Bzdok
6:15pm CEST
W3 S11: Efficient compression and human semantic systems
Crowdcast (W03)
Noga Zaslavsky
W9 S5 - Inferring nonlinear dynamical systems from multi-modal psychiatric data by statistical deep learning
Crowdcast (W09)
Daniel Durstewitz
6:50pm CEST
W3 S12: Probability Distortion Maximizes Mutual Information
Crowdcast (W03)
Laurence T. Maloney
7:00pm CEST
W4 Discussion 2: Should detailed modeling be more widely used? should tools/standards converge or diversify?
Crowdcast (W04)
Salvador Dura-Bernal • Kael Dai • Padraig Gleeson
7:25pm CEST
W3 S13: Memory and Instincts As a Continuum of Information Storage
Crowdcast (W03)
Tomas Ryan
7:30pm CEST
W06 S13: Systematic Integration of Structural and Functional Data into Multi-Scale Models of Mouse Primary Visual Cortex
Crowdcast (W06)
Anton Arkhipov
8:00pm CEST
W06 S14: Leveraging data, tools and models to gain new insights in mouse visual cortex
Crowdcast (W06)
Gaute Einevoll
W4 S15: FlyBrainLab: Accelerating the Discovery of the Functional Logic of the Fruit Fly Brain in the Connectomic/Synaptomic Era
Crowdcast (W04)
Aurel A. Lazar
8:15pm CEST
W9 S6 - Extended Lunch
Crowdcast (W09)
8:45pm CEST
W9 S7 - From models of neural circuits to deep learning: A multi-scale approach to understanding the function of the visual tilt illusion
Crowdcast (W09)
Thomas Serre
9:15pm CEST
W9 S8 - Strong inhibition and stable temporal dynamics in spiking networks sustain working memory
Crowdcast (W09)
Terrence Sejnowski
9:45pm CEST
W9 S9 - Toward multi-scale brain data assimilation
Crowdcast (W09)
Kenji Doya • Carlos Gutierrez • Ken Nakae • Hiromichi Tsukada
10:15pm CEST
W9 S10 - Workshop Discussion
Crowdcast (W09)
Thomas Serre • Haroon Anwar • William W Lytton • Sam Neymotin • Kenji Doya • Daniel Durstewitz • Gunnar Cedersund • Danilo Bzdok • Idan Segev • Terrence Sejnowski
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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
W06: Allen Institute data and tools
W07: Dynamics of Rhythm Generation: Role of Ionic Pumps; Exchangers; and Ion Homeostasis
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W10: Modelling Interneurons during Memory
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