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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.

Dmitrii Todorov

Computational Neuroscience Group, Centre de Recerca Matemàtica
postdoc
Barcelona

https://sites.google.com/site/dmitrytodorovmath/

I am a Marie Curie postdoc in Barcelona, working in mathematical/computational neuroscience. My PhD was in pure math dynamical systems/chaos theory, later I worked is several different subfields of computational neuroscience. I have expertise in modeling motor learning, stochastic spiking neuron models (PPGLM) dynamics, stochastic/dynamic field theory, Parkinson's disease modeling, MEG & LFP data analysis.
I have a poster on Parkinson's disease tremor signatures in neural data.
Also I'm looking for a job starting Feb 2021

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

The use of Keras with Tensor Flow applied to neural models and data analysis Link (T5)Cecilia Jarne 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

10:00pm CEST

Discussion with Matt Botvinick CrowdcastMatthew Botvinick

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

1:40pm CEST

O1: Dopamine role in learning and action inference CrowdcastRafal Bogacz

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

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 P210: Seizure pathways change on circadian and slower timescales in individual patients with focal epilepsy Slot 05Yujiang Wang P224: Hopf Bifurcation in Mean Field Explains Critical Avalanches in Excitation-Inhibition Balanced Neuronal Networks: A Mechanism for Multiscale Variabilit Slot 06Changsong Zhou P64: Gamma oscillations organized as localized burst patterns with anomalous propagation dynamics in primate cerebral cortex Slot 18Xian Long

8:00pm CEST

P10: Using Adaptive Exponential Integrate-and-Fire neurons to study general principles of patho-topology of cerebellar networks Slot 19Maurizio De Pitta P113: Dynamically Damped Stochastic Alpha-band Relaxation Activity in 1/f Noise and Alpha Blocking in Resting M/EEG Slot 15Rick Evertz P147: Seizure Forecasting from long-term EEG and ECG Data using Critical Slowing Principle Slot 16Wendy Xiong P213: Local synaptic connections alter spike responses and signal propagation in models of globus pallidus pars externa Slot 18Erick Olivares P8: Average beta burst duration profiles provide a signature of dynamical changes between the ON and OFF medication states in Parkinson's disease Slot 08Benoit Duchet

9:00pm CEST

P127: A Quantification of Cross-Frequency Coupling via Topological Methods Slot 13Alan Cherne P161: Less is more: a new computational approach for analyzing EEG for brain computer interface applications Slot 09Farhad Goodarzy P196: Robustness of ultrasonic modulation of the subthalamic nucleus to GABAergic perturbation Slot 15Thomas Tarnaud

11:00pm CEST

CNS Party Party: Whyville!jim Bower • Rebekah Evans

2:00pm CEST

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

2:20pm CEST

O10: Neural flows: estimation of wave velocities and identification of singularities in 3D+t brain data CrowdcastPaula Sanz-Leon

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 P165: Using dynamical mean field theory to study synchronization in the brain. Slot 07Isabelle Harris P172: Spatiotemporal brain waves on resting-state MEG data Slot 08James Pang P17: The Impacts of the Connectome on Coupled Networks of Wilson-Cowan Models with Homeostatic Plasticity Slot 20Wilten Nicola P201: Frequency-separated Principal Components Analysis of Cortical Population Activity Slot 14Jean-Philippe Thivierge P66: Brain-computer interfaces using stereotactic electroencephalography: Identification of discriminative recording sites for decoding imagined speech Slot 03Kevin Meng P67: A computational model to inform presurgical evaluation of epilepsy from scalp EEG Slot 12Marinho Lopes

8:00pm CEST

P129: Correlated inputs to the striatum generate beta over-synchronization in in silico cortico-basal ganglia network Slot 15Elena Manferlotti P12: A population level model of movement disorder oscillations and deep brain stimulation Slot 17Nada Yousif P182: Intermittent synchronization in a pyramidal-interneuron gamma (PING) network Slot 03Quynh-Anh Nguyen P202: Analysis of Parkinson's Disease Tremor With t-SNE Slot 06Dmitrii Todorov

9:00pm CEST

P3: Using Higher-Order Networks to Analyze Non-Linear Dynamics in Neural Network Models Slot 14Xerxes Arsiwalla P99: Integrated Model of Reservoir Computing and Autoencoder for Explainable Artificial Intelligence Slot 15Hoon-Hee Kim

7:00am CEST

K4: Computational models of neural development CrowdcastGeoffrey J. Goodhill

10:30am CEST

W2 S03: Spatiotemporal properties of Ca2+ activity in single astrocytes and astrocytic networks Crowdcast (W02)Alexey Semyanov

11:00am CEST

W2 S04: Patterns of astrocytic Ca2+ activity: from imaging to modeling and back. Crowdcast (W02)Alexey Brazhe

1:00pm CEST

Discussion with Geoffrey Goodhill CrowdcastGeoffrey J. Goodhill

2:30pm CEST

W05 S02: Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity Crowdcast (W05)Changsong Zhou

3:00pm CEST

W05 S03: Spatio-temporal dynamics in epilepsy: Models & Analysis Crowdcast (W05)Yujiang Wang

3:35pm CEST

W3 S1: Connecting Perceptual Bias and Discriminability with Power-Law Efficient Codes Crowdcast (W03)Jonathan Pillow

4:00pm CEST

W05 S05: Tracking fast spatiotemporal dynamics in EEG with network harmonics Crowdcast (W05)Katharina Glomb

4:30pm CEST

W05 S06: Modulation of corticothalamic rhythmogenic circuits in depressed patients by rTMS neurostimulation therapy Crowdcast (W05)John Griffiths

5:00pm CEST

W1 S3: Using lossy representations to find the neural code? Crowdcast (W01)Sarah Marzen

6:15pm CEST

W1 S5: Inference of topology and the nature of synapses in neuronal networks Crowdcast (W01)Fernando S Borges W3 S4: Working Memory 2.0 Crowdcast (W03)Earl K. Miller

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)Dimitrios Pinotsis

8:15pm CEST

W06 S7: Deep brain discovery: Learning how to interpret variability in neural structure Crowdcast (W06)Eva Dyer

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

10:00am CEST

W2 S11: Modeling calcium signaling in live animals Crowdcast (W02)James Sneyd

10:30am CEST

W2 S12: Calcium signalling in cellular space Crowdcast (W02)Shawn Means

11:00am CEST

W2 S13: Calcium: a mediator between metabolism and cell fate Crowdcast (W02)Alexander Skupin

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

3:00pm CEST

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

4:10pm CEST

W3 S9: Information, Anticipation and Dopamine Crowdcast (W03)Peter Balsam

4:30pm CEST

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

4:45pm CEST

W9 S2 - Using reinforcement learning to train biophysically detailed models of visual-motor cortex to play Atari games Crowdcast (W09)Haroon Anwar • Sam Neymotin

5:45pm CEST

W1 S14: Dynamical modeling, decoding, and control of multiscale brain networks Crowdcast (W01)Maryam Shanechi

6:00pm CEST

W4 S12: NeuroML and Open Source Brain Crowdcast (W04)Padraig Gleeson

6:15pm CEST

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

7:30pm CEST

W4 S14: The Neuroscience Gateway (NSG) Crowdcast (W04)Subhashini Sivagnanam

8:15pm CEST

W9 S6 - Extended Lunch Crowdcast (W09)

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