Pure theory
Lazar, Andreea
Lazar, Andreea (Ernst Strungmann Institute) Studying dynamics and plasticity in biological and artificial recurrent neural networks.
Seethapathi, Nidhi
Seethapathi, Nidhi (Massachusetts Institute of Technology) Computational predictive models of human motor control and motor learning
Levina, Anna
Levina, Anna (University of Tübingen) Mechanisms and origins of brain computational power.
Cayco Gajic, N Alex
Cayco Gajic, N Alex (Ecole Normale Superieure) Modelling circuits underlying cerebellar representations of sensorimotor behaviours
Savin, Cristina
Savin, Cristina (NYU) Circuit-level models of learning, probabilistic brain computation, machine learning for neural data analysis
Hermundstad, Ann
Hermundstad, Ann (Janelia Research Campus) Normative approaches to understand internal representations that link sensation and action
Booth, Victoria
Booth, Victoria (University of Michigan) Computational modeling to understand neuromodulation of neural circuit dynamics and neural control of sleep-wake states
Chung, SueYeon
Chung, SueYeon (NYU, Flatiron Institute) Mathematical theories of neural population geometry and their applications to phenomena in neuroscience. Neural networks and circuit models of brain functions
Engel, Tatiana
Engel, Tatiana (Cold Spring Harbor Laboratory) Neural dynamics and computation in perception and cognition
Gutierrez, Gabrielle J
Martin, Andrea E.
Martin, Andrea E. (Max Planck/University of Edinburgh) Mechanistic theories of language processing built on neural oscillations and computational modelling
Priesemann, Viola
Priesemann, Viola (Max Planck Institute for Dynamics and Selforganization) Network dynamics and function in vivo; analytical treatment of spatial subsampling constraints
Clopath, Claudia
Clopath, Claudia (Imperial College) Computational approaches to learning and memory
Lim, Sukbin
Lim, Sukbin (NYU Shanghai) Modeling and analysis of neuronal systems
Sereno, Margaret
Sereno, Margaret (University of Oregon) Neural basis of perception in primates
Sereno, Anne
Sereno, Anne (The University of Texas) Physiological mechanisms of attention and short-term memory
Rosenholtz, Ruth
Rosenholtz, Ruth (MIT) Modeling and psychophysics to understand visual perception and attention
Fletcher, Allie
Fletcher, Allie (UCLA) Learning complex dynamical neural systems; mesoscale network structure; population dynamics in sensory perception
Bassett, Danielle
Bassett, Danielle (U. Penn) Understanding biological systems by using and developing tools from network science and complex systems theory
Kwag, Jeehyun
Kwag, Jeehyun (Korea University, Seoul) Computational roles of inhibition in hippocampal learning and memory
Crook, Sharon
Crook, Sharon (Arizona State) Dynamics of neurons and neural networks
Sandamirskaya, Yulia
Sandamirskaya, Yulia (University of Zurich/ ETH Zurich) Neuro-dynamics and neuromorphic robotics
Gjorgjieva, Julijana
Gjorgjieva, Julijana (Max Planck Institute for Brain Research) Principles of neural coding and how synaptic plasticity shapes neural circuits
Preuschoff, Kerstin
Preuschoff, Kerstin (U. Geneva) Neural basis of decision making under risk
Brunton, Bing
Brunton, Bing (University of Washington) How networks of neurons compute
de Sa, Virginia
de Sa, Virginia (UCSD) Neural basis of human perception and learning
Palmer, Stephanie
Palmer, Stephanie (U Chicago) Predictive and combinatorial coding
Tchumatchenko, Tatjana
Tchumatchenko, Tatjana (Max Planck) Mathematical analysis of single neurons, neuronal populations and recurrent networks
Schreiber, Susanne
Schreiber, Susanne (Humboldt Universitat) Cortical computations in mammals and insects
Bonawitz, Elizabeth
Bonawitz, Elizabeth (UC Berekeley) Bridging cognitive development and computational modeling
Pineau, Joelle
Pineau, Joelle (McGill) Medical applications of reinforcement learning (such as predicting seizures)
Schwartz, Odelia
Schwartz, Odelia (Salk) Sensory systems from the neural level to perception and behavior
Sharpee, Tatyana
Sharpee, Tatyana (Salk) Sensory processing from the point of view of information theory
Denève, Sophie
Denève, Sophie (Ecole Normale Superieure) Bayesian mechanisms of decision-making
Kotaleski, Jeanette
Kotaleski, Jeanette (Karolinska) Information processing, rhythm generation and learning in motor systems
Poirazi, Yiota
Yiota Poirazi (FORTH) Modeling of neural/dendritic computations for learning & memory
Barkai, Naama
Barkai, Naama (Haifa) Genetic regulation in cell populations; network adaptation
Solla, Sara
Solla, Sara (Northwestern) Using statistical mechanics to analyze complex systems