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CNS*2020 Online

Welcome to the Sched instance for CNS*2020 Online! Please read the instruction document on detailed information on CNS*2020.

Kaidi Shao

MPI Biological Cybernetics, Tuebingen
Ph.D. student

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 CrowdcastMatthew 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 Tools and techniques to bridge the gap between models and closed-loop neuroscience experiments Link (T3)Pablo Varona • Rodrigo Amaducci • Manuel Reyes-Sanchez

7:00pm CEST

Methods from Data Science for Model Simulation, Analysis, and Visualization Link (T6)Cengiz Gunay • Anca Doloc-Mihu

11:00pm CEST

Information theory and directed network inference (using JIDT and IDTxl) CrowdcastJoseph Lizier • Leonardo Novelli

11:30pm CEST

Introduction to the Brain Dynamics Toolbox CrowdcastStewart Heitmann

1:00pm CEST

F1: Delineating Reward/Avoidance Decision Process in the Impulsive-compulsive Spectrum Disorders through a Probabilistic Reversal Learning Task CrowdcastXiaoliu Zhang

2:00pm CEST

O2: Neural Manifold Models for Characterising Brain Circuit Dynamics in Neurodegenerative Disease CrowdcastSeigfred Prado

2:20pm CEST

O3: Coupled experimental and modeling representation of the mechanisms of epileptic discharges in rat brain slices CrowdcastAnton Chizhov

3:00pm CEST

K2: A new computational framework for understanding vision in our brain CrowdcastLi Zhaoping

4:20pm CEST

O4: Towards multipurpose bio-realistic models of cortical circuits CrowdcastAnton Arkhipov

7:00pm CEST

P115: Approximating Information Filtering of a Two-stage Neural System Slot 08Gregory Knoll P192: Estimating Transfer Entropy in Continuous Time For Spike Trains Slot 13David Shorten • Joseph Lizier P212: Neuron conduction delay plasticity for unsupervised learning Slot 12Joshua Arnold P224: Hopf Bifurcation in Mean Field Explains Critical Avalanches in Excitation-Inhibition Balanced Neuronal Networks: A Mechanism for Multiscale Variabilit Slot 06Changsong Zhou P32: Contribution of the Na/K pump to rhythmic bursting. Slot 16Ronald Calabrese P35: Through synapses to spatial memory maps: a topological model Slot 01Yuri Dabaghian P36: Robust spatial memories encoded by transient neuronal networks Slot 01Yuri Dabaghian P47: Brain Dynamics and Structure-Function Relationships via Spectral Factorization and the Transfer Function Slot 12James Henderson P48: Large-scale spiking network models of primate cortex as research platforms Slot 15Sacha van Albada P79: Frequency-dependent synaptic gain in a computational model of mouse thoracic sympathetic postganglionic neurons Slot 20Astrid A. Prinz P95: A functional role of short-term synapses in maintenance of gustatory working memory in orbitofrontal cortex Slot 15Layla Antaket P98: Bayesian mechanics in the brain under the free-energy principle Slot 02Chang-Sub Kim

8:00pm CEST

P101: Representing predictability of sequence patterns in a random network with short-term plasticity Slot 03Thomas R. Knösche P119: Relating transfer entropy to network structure and motifs, and implications for brain network inference Slot 10Leonardo Novelli P125: A predictive coding model of transitive inference Slot 07Moritz Moeller P135: A cortical model examining mismatch negativity deficits in schizophrenia Slot 06Gili Karni P144: Closed loop parameter estimation using GPU acceleration with GeNN Slot 03Felix B. Kern P187: Modulation of the hierarchical gradient of cognitive information processing dynamics during rest and task Slot 12Oliver Cliff • Joseph Lizier P190: Neural Field Theory: Modelling development of topography via activity based mechanisms. Slot 18Nicholas Gale P195: Associative memory performance in peripherally-lesioned networks repaired by homeostatic structural plasticity Slot 12Ankur Sinha P203: A neural mechanism of working-memory manipulation in a categorization-task performance Slot 15Yoshiki Kashimori P213: Local synaptic connections alter spike responses and signal propagation in models of globus pallidus pars externa Slot 18Erick Olivares P4: Self-organization of connectivity in spiking neural networks with balanced excitation and inhibition Slot 10Jihoon Park P60: Cholinergic modulation can produce rapid task-related plasticity in the auditory cortex Slot 05Jordan Chambers P70: Influence of anatomical connectivity and intrinsic dynamics in a connectome based neural mass model of TMS-evoked potentials Slot 13John Griffiths P96: Bayesian network change point detection for dynamic functional connectivity Slot 20Lingbin Bian

9:00pm CEST

P111: The impact of noise on the temporal patterning of neural synchronization Slot 02Leonid Rubchinsky P117: The interplay of neural mechanisms regulates spontaneous cortical network activity: Inferring the role of key mechanisms using data-driven modeling Slot 16Jugoslava Acimovic P126: Topological Byesian Signal Processing with Application to EEG Slot 01Christopher Oballe P127: A Quantification of Cross-Frequency Coupling via Topological Methods Slot 13Alan Cherne P134: A fluid hierarchy in multisensory integration properties of large-scale cortical networks Slot 19Jorge Mejias P143: Biophysically-detailed multiscale model of macaque auditory thalamocortical circuits reproduces physiological oscillations Slot 10Salvador Dura-Bernal P197: Computational Modelling of the Locus Coeruleus Slot 16Ruben Schoeters P206: Parameter exploration in neuron and synapse models driven by stimuli from living neuron recordings Slot 10Manuel Reyes-Sanchez P51: Data-driven multiscale modeling with NetPyNE: new features and example models Slot 11Joe Graham P55: Identifying Changes in Whole-Brain Functional Connectivity in Complex Longitudinal Clinical Trials Slot 07Sidhant Chopra P56: Impact of Simulated Asymmetric Interregional Cortical Connectivity on the Local Field Potential Slot 12David Boothe P62: Large Scale Discrimination between Neural Models and Experimental Data Slot 08Russell Jarvis P6: Inference of functional connectivity in living neural networks Slot 09Sarah Marzen

11:00pm CEST

CNS Party Party: Whyville!jim Bower • Rebekah Evans

1:00pm CEST

F3: Neuronal morphology imposes a tradeoff between stability, accuracy and efficiency of synaptic scaling CrowdcastAdriano Bellotti

2:00pm CEST

O9: Discovering synaptic mechanisms underlying the propagation of cortical activity: A model-driven experimental and data analysis approach CrowdcastHeidi Teppola

3:00pm CEST

K3: Information and Decision-Making CrowdcastDaniel Polani

6:20pm CEST

O14: Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data CrowdcastPedro Mediano

7:00pm CEST

P104: Integrated cortical, thalamic and basal ganglia model of brain function: validation against functional requirements Slot 10Sébastien Naze P164: Using entropy to compute phase transitions of large networks of neurons Slot 04Wei Qin P165: Using dynamical mean field theory to study synchronization in the brain. Slot 07Isabelle Harris P17: The Impacts of the Connectome on Coupled Networks of Wilson-Cowan Models with Homeostatic Plasticity Slot 20Wilten Nicola P69: Population Model of Oscillatory Dynamics in Hippocampal CA1 and CA3 Regions Slot 12Ashraya Samba Shiva

8:00pm CEST

P148: Biophysically grounded mean-field models of neural populations under electrical stimulation Slot 20Caglar Cakan P149: Towards large-scale model of sleeping brain: sleep spindles in network mass models Slot 10Nikola Jajcay P14: Estimation of the cortical microconnectome from in vivo spiking activity in the macaque monkey Slot 12Aitor Morales-Gregorio P179: Synaptic short-term plasticity and temporal filters: interplay of synaptic and postsynaptic dynamics Slot 08Yugarshi Mondal P180: Mean Field Theory Inference and Learning in Networks with Stochastic Natural Exponential Family Neurons Slot 19Ivan Davidovich P188: Neuro-PC: Causal Functional Connectivity for Neural Dynamics Slot 02Rahul Biswas P198: Voltage-Dependent Synaptic Plasticity in Magnetic Tunnel Junctions Slot 08Saeideh Ramezani Akbarabadi P199: Stimulation-Induced Decoupling by Spike-Timing-Dependent Plasticity in Neuronal Networks with Propagation Delays Slot 18Mojtaba Madadi Asl P28: Inhibitory gain allows transitions between integrated and segregated states: a neuromodulatory analysis from whole-brain models Slot 18Carlos Coronel P52: Connectivity modulation by dual-site transcranial alternating current stimulation based on spike-timing dependent plasticity Slot 10Bettina Schwab

9:00pm CEST

P107: Inferring parameters of DBS-induced short-term synaptic plasticity from in-vivo recordings of human brain Slot 16Alireza Ghadimi P2: The monosynaptic inference problem: linking statistics and dynamics in ground truth models Slot 12Zach Saccomano P91: A unified framework for the application and evaluation of different methods for neural parameter optimization Slot 10Szabolcs Kali

2:00pm CEST

W05 S00: Opening Remarks On Spatiotemporal Dynamics in Neuroimaging: Models and Analysis Crowdcast (W05)Paula Sanz-Leon • James A. Roberts • Changsong Zhou • Yujiang Wang • Patricio Orio • Katharina Glomb • John Griffiths • Johan van der Meer

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

4:00pm CEST

W2 S09: Synaptic plasticity rules with physiological calcium levels Crowdcast (W02)Johnatan Aljadeff

5:00pm CEST

W06 S1: An overview of data, tools, and computational analysis at the Allen Insitute Crowdcast (W06)Michael Hawrylycz

6:15pm CEST

W1 S5: Inference of topology and the nature of synapses in neuronal networks Crowdcast (W01)Fernando S Borges

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

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

1:00pm CEST

W2 S16: Statistical analysis and data-driven modeling of type 1 and type 2 IP3R Crowdcast (W02)Ivo Siekmann

2:45pm CEST

W7: Dynamics of Rhythm Generation: Role of Ionic Pumps, Exchangers, and Ion Homeostasis 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

3:45pm CEST

W1 S12: Multi-target information decomposition and applications to integrated information theory Crowdcast (W01)Pedro Mediano W7 S2: Neuromodulation within the spinal cord - a tale of two rhythms Crowdcast (W07)Patrick Whelan

4:30pm CEST

W7 S3: Mechanisms harnessing Na/K pump dynamics into robust rhythm generation Crowdcast (W07)Gennady Cymbalyuk

6:30pm CEST

W1 S15: Wrap-up Crowdcast (W01)Joseph Lizier

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

9:45pm CEST

W9 S9 - Toward multi-scale brain data assimilation Crowdcast (W09)Kenji Doya • Carlos Gutierrez • Ken Nakae • Hiromichi Tsukada

5:00pm CEST

W06 S16: From hypothesis to data: Open two-photon brain observatories in system neuroscience Crowdcast (W06)Jerome Lecoq

5:30pm CEST

W06 S17: Functional computation in the mouse visual cortex Crowdcast (W06)Michael Buice

6:00pm CEST

W06 S18:Testing theories of sensory coding and learning with the Allen Institute's Brain Observatory Crowdcast (W06)Joel Zylberberg

7:00pm CEST

W06 S19:Explorations of self-supervised learning in the neocortex using open data Crowdcast (W06)Blake Richards

7:30pm CEST

W06 S20:Building a pipeline to survey spiking activity across the mouse visual system Crowdcast (W06)Josh Siegle

8:00pm CEST

W06 S21: Reconciling functional differences in neural populations inferred from two-photon imaging and electrophysiology Crowdcast (W06)Saskia de Vries

8:30pm CEST

W06 S22: Discussion Crowdcast (W06)