| Date | Activity | Name | Title | Video
Available | Slides
Available |
|---|
| 2025-08-04 | bblunch | | Low- and high-level neural control of active sensing | Yes | No |
| 2023-12-19 | deeplearning23 | | A taxonomy for scaling laws in deep neural networks | Yes | No |
| 2023-12-19 | deeplearning23 | | How two-layer neural networks learn, one (giant) step at a time | Yes | No |
| 2023-12-12 | deeplearning23 | | Can neural network training be thermodynamically optimal? | Yes | No |
| 2023-12-12 | pti23 | | A Solvable Model of Neural Scaling Laws | Yes | No |
| 2023-12-11 | pti23 | | Tutorial on Feynman diagram methods for neural network correlators | Yes | No |
| 2023-12-08 | deeplearning23 | | Tutorial on Neural Scaling Laws | Yes | No |
| 2023-12-07 | deeplearning23 | | Some ideas and speculation about robustness, development. and learning in brains and artificial neural networks | Yes | No |
| 2023-12-05 | deeplearning23 | | The Neural Race Reduction: Feature learning dynamics in deep architectures | Yes | No |
| 2023-12-05 | deeplearning23 | | Learning the code of large neural populations with shallow networks and homeostatic random projections | Yes | No |
| 2023-11-30 | deeplearning23 | | Identifying Interpretable Visual Features in Artificial and Biological Neural Systems | Yes | No |
| 2023-11-22 | deeplearning23 | | On incorporating mathematical and biological structure into neural network models | Yes | No |
| 2023-08-31 | qmagnets_c23 | | Frustrated heisenberg models, possibly treated with neural-network wave functions | Yes | Yes |
| 2023-06-28 | brainlearn23 | | Discussion: Can we categorise how different types of task statistics / biological constraints impact neural response? | Yes | No |
| 2023-06-28 | brainlearn23 | | What we know about how task and biology constraints neural representation? | Yes | No |
| 2023-06-23 | brainlearn23 | | Beyond pairwise associations: what and how do artificial neural networks learn from them? | Yes | Yes |
| 2023-06-20 | brainlearn23 | | Roundtable discussion: From sensory modes to neural modes to behavioral modes: low-dimensional representations everywhere! The role of dimensionality and geometry of neural representations in statistical learning. | Yes | No |
| 2023-06-20 | brainlearn23 | | Neural manifolds and learning | Yes | No |
| 2023-06-14 | brainlearn23 | | Learning complex neural codes | Yes | No |
| 2023-03-23 | galevo_c23 | | Finding environmental measures sensitive to halo properties using neural networks | Yes | Yes |
| 2023-03-23 | galevo_c23 | | Galaxy Merger Reconstruction with Generative Graph Neural Networks | Yes | No |
| 2023-03-22 | galevo_c23 | | MCMCs for neural networks: efficient sampling in millions of dimensions | Yes | Yes |
| 2023-03-09 | galevo23 | | Neural density estimation, simulation-based inference and normalizing flows | Yes | No |
| 2023-02-27 | cosmicweb23 | | Spin alignments and large-scale structure reconstructions with neural nets. | Yes | No |
| 2023-02-24 | galevo23 | | Graph-Convolutional Neural Networks as a new tool to extract clustering information of the Cosmic web | Yes | No |
| 2023-01-19 | galevo23 | | Tutorial: Introduction to Convolutional Neural Networks | Yes | No |
| 2022-08-05 | neuroloco22 | | Foraging for information - mechanisms of interaction between neural circuits | Yes | No |
| 2022-08-02 | neuroloco22 | | Neural mechanisms of leg proprioception and motor control in Drosophila | Yes | No |
| 2022-07-28 | neuroloco22 | | Functional development of neural circuits that regulate animal behaviors | Yes | No |
| 2022-07-27 | neuroloco22 | | Experiments fly Olfactory Neural circuits for wind-guided olfactory navigation in Drosophila | Yes | No |
| 2022-07-20 | neuroloco22 | | Measuring neural dynamics, functional connectivity, and behavior in C. elegans | Yes | No |
| 2021-12-15 | climate21 | | Differential Graph Neural Networks for Physics-Informed AI Models | Yes | No |
| 2021-12-13 | climate21 | | A Deep Neural Network Multigrid Solver | Yes | Yes |
| 2021-11-29 | climate21 | | Predicting extreme heat waves using rare event simulations and deep neural networks | Yes | No |
| 2021-11-04 | climate_c21 | | Debiasing coarse-scale climate models using statistically consistent neural networks | Yes | No |
| 2021-05-13 | precision21 | | Monte Carlo Simulations with Neural Networks | Yes | Yes |
| 2020-05-14 | active20 | | A lens into cognition: Geometry and topology of neural systems | Yes | Yes |
| 2019-08-21 | morpho19 | | Dynamics of Neural Tube Development | Yes | Yes |
| 2019-05-02 | qsim_c19 | | Neural-network States for Open Quantum Systems | Yes | No |
| 2019-03-14 | machine19 | | Decoding the many-fermion problem with neural networks | Yes | Yes |
| 2019-03-05 | machine19 | | Quantum Codes from Neural Networks | Yes | Yes |
| 2019-02-28 | scape19 | | Generalisation dynamics of online learning in over-parameterised neural networks | Yes | No |
| 2019-02-19 | machine19 | | Variational wave functions for frustrated spin models: from traditional methods to neural networks... and back | Yes | Yes |
| 2019-02-16 | machinet_c19 | | Understanding how neural networks understand | Yes | Yes |
| 2019-02-15 | machine_c19 | | Deep Neural Networks as Gaussian Processes | Yes | Yes |
| 2019-02-14 | machine_c19 | | Excitations and Symmetries in Neural Network Variational Wave Functions | Yes | Yes |
| 2019-02-12 | machine_c19 | | Rubber Ducks and a Sea of Electrons - Designing Neural Networks which Incorporate Physics | Yes | No |
| 2019-02-12 | machine_c19 | | Bayesian Likelihood-free Inference in Cosmology and Information Maximizing Neural Networks | Yes | Yes |
| 2019-02-11 | machine_c19 | | A Picture of the Energy Landscape of Deep Neural Networks | Yes | Yes |
| 2019-02-05 | scape19 | | Energy Landscapes and Algorithms in Neural Networks | Yes | Yes |
| 2019-02-01 | scape19 | | Mean-field limit for certain deep neural networks | Yes | No |
| 2019-01-24 | scape19 | | An overview of empirical studies in neural networks | Yes | Yes |
| 2019-01-22 | scape19 | | Selected review of 30 years of physics research on artificial neural networks | Yes | No |
| 2019-01-18 | scape19 | | Discussion: Neural Tangent Kernel and generalisation in overparametrised deep nets | Yes | No |
| 2019-01-16 | scape19 | | Mean field dynamics of two layer/multi layer neural networks | Yes | Yes |
| 2019-01-11 | scape_c19 | | Analysis of a Two-Layer Neural Network via Displacement Convexity | Yes | Yes |
| 2019-01-10 | scape_c19 | | Dynamics of Neural Networks with Learning Rules Inferred from Data | Yes | Yes |
| 2019-01-07 | scape_c19 | | On the Existence and on the Role of Wide Flat Minima in Neural Networks Models | Yes | No |
| 2018-09-18 | brain18 | | A theory of how active behavior affects neural dynamics | Yes | No |
| 2018-09-13 | brain18 | | Oscillating Recurrent GAted Neural Integrator Circuits (ORGaNICs) | Yes | Yes |
| 2018-09-13 | brain18 | | Learning metrics of neural population codes and stimuli | Yes | No |
| 2018-09-11 | brain18 | | Neural constraints on learning | Yes | No |
| 2018-09-10 | brain18 | | Neural networks with motivation | Yes | No |
| 2018-09-05 | brain18 | | Reverse engineering the neural network of the retina | Yes | No |
| 2018-08-21 | snav18 | | Neural computation as similarity-preserving algorithms | Yes | Yes |
| 2018-08-08 | snav18 | | Towards a mechanistic understanding of neural dynamics and internal representations in navigation | Yes | No |
| 2018-08-03 | snav18 | | Genetic approaches to mapping neural circuits that govern the grooming sequence in flies | Yes | No |
| 2018-02-14 | colloq | | From neural networks to the structure of language: a physicist's perspective | Yes | Yes |
| 2017-07-19 | hearing17 | | Theory of efficient coding and inferential computation and their relevance to auditory neural represen tations-Tutorial | Yes | Yes |
| 2017-07-19 | hearing17 | | Building the algorithmic foundations for interfacing, understanding and exploiting neural systems-Seminar | Yes | Yes |
| 2017-07-12 | hearing17 | | Neural population state and auditory encoding | Yes | Yes |
| 2017-06-30 | hearing17 | | Neural network critical states in hearing and beyond | Yes | No |
| 2017-06-28 | hearing17 | | Broadening the perspective of automatic speech recognition using neural networks-Tutorial | Yes | Yes |
| 2017-06-27 | hearing17 | | What is the basis of neural specialization of speech? | Yes | No |
| 2017-06-22 | hearing17 | | The neural code for speech | Yes | Yes |
| 2017-06-19 | hearing17 | | Transformations in the neural coding of vocal communication sounds in the ascending auditory system - Tutorial | Yes | No |
| 2017-06-09 | hearing17 | | Neural representations of speech in human auditory cortex | Yes | No |
| 2016-08-11 | morpho16 | | Switches and zippers: Dynamics of cell polarity and neural tube closure | Yes | No |
| 2015-07-21 | smell15 | | Using neural oscillations to dissect the olfactory system and odor discrimination | Yes | Yes |
| 2015-07-09 | smell_c15 | | Olfactory Signaling in Mushroom Body Output Neurons: Neural Coding as a Circuit Converges | Yes | Yes |
| 2015-07-08 | smell_c15 | | Neural Map Formation in the Mouse Olfactory System | Yes | No |
| 2015-07-07 | smell_c15 | | Similarity matching: a new framework for neural computation | Yes | Yes |
| 2014-03-06 | neuro14 | | Neural oscillations, memory encoding and consolidation along the cortico-hippocampal axis | Yes | Yes |
| 2014-03-04 | neuro14 | | Neural activity sequence in prefrontal cortex for sensory-guided decision making | Yes | Yes |
| 2014-02-27 | bio99 | | Controlling neural dynamics to evoke complex behaviors in C.elegans | Yes | No |
| 2014-02-25 | neuro14 | | Not noisy, just wrong: the neural origin of behavioral variability | Yes | Yes |
| 2014-02-21 | neuro14 | | Neural substrates of memory and decisions | Yes | Yes |
| 2014-02-20 | neuro14 | | Computing Time: Short-term Plasticity, Neural Dynamics, Chaos, and Dynamic Attractors | Yes | No |
| 2014-02-04 | neuro14 | | Spatial Learning and Neural Coding in Virtual Reality | Yes | Yes |
| 2014-02-03 | neuro14 | | Neural mechanisms of spatial cognition | Yes | Yes |
| 2014-02-03 | neuro14 | | Grid cells and neural maps of space | Yes | Yes |
| 2014-01-31 | neuro14 | | Can connectomics help us understand neural computation? Insights from the fly visual system | Yes | No |
| 2011-08-17 | dynadev_m11 | | Morphogenesis of the Ascidian Notochord and Neural Tube | Yes | No |
| 2011-07-21 | brain_m11 | | Review: Information Processing of Neural Populations, In Vivo | Yes | Yes |
| 2011-07-19 | brain_m11 | | Review: Information Processing Structures In Neural Populations In Vitro | Yes | Yes |
| 2010-11-10 | neuro10 | | Models of Neural Inference under Dynamic Transformations | Yes | No |
| 2010-11-03 | colloq | | Physics-style Theory Can be Used to Discover a Universal Principle Governing the Design of Neural Network | Yes | No |
| 2010-10-22 | neuro10 | | Localizing and Understanding Dynamics in Neural Circuits | Yes | No |
| 2010-10-21 | neuro10 | | Stimulus-dependent Switching of Excitatory/Inhibitory Configurations in Neural Networks | Yes | No |
| 2010-10-01 | neuro10 | | Shaky, Spiky and Sharp: Neural Visual Inference for Hyperacuity amid Fixational Eye Movements | Yes | Yes |
| 2010-09-30 | neuro10 | | Spiking Variability as a Window into Neural Computation | Yes | Yes |
| 2010-09-29 | neuro10 | | Correlated Neural Population Codes and Optimal Networks | Yes | No |
| 2010-09-27 | neuro10 | | Perturbing Neural Circuit Dynamics[Podcast][Aud][Cam] KITP Blackboard Lunch | Yes | No |
| 2010-09-23 | neuro10 | | Neural Theory and Practice of Song Learning | Yes | No |
| 2009-09-18 | morphodyn_m09 | | Noise and Decision-Making in Neural Circuit Assembly | Yes | Yes |
| 2008-04-07 | brain08 | | Exploring the Diversity of Neural Circuit Components | Yes | No |
| 2008-04-04 | brain08 | | Neural decision boundaries for maximal information transmission | Yes | No |
| 2008-04-03 | brain08 | | New Methods for Revealing and Manipulating Highly Specific Neural Circuits | Yes | Yes |
| 2008-03-19 | brain08 | | Neural Plasticity in an Unconventional Animal System, the Songbird | Yes | Yes |
| 2008-03-18 | brain08 | | The Emergence of Synaptic Specificity in a Developing Neural Circuit | Yes | No |
| 2008-02-07 | bio99 | | The Study of Neurocircuitry and Neural Regeneration in C. elegans Using Femtosecond Laser Surgery | Yes | No |
| 2004-09-29 | brain04 | | Response Dynamics of Neural Oscillator Populations | Yes | Yes |
| 2004-08-26 | brain04 | | Adaptation in the Neural Code of the Retina | Yes | Yes |
| 2004-08-17 | brain04 | | Neural Computation on Natural Signals: Lessons from the Fly Visual System | Yes | Yes |
| 2004-08-11 | brain04 | | How to Find Decision-Makers in Neural Networks | Yes | No |
| 2004-08-04 | brain04 | | An Overview of Neural Energy Efficiency and its Potential Role in Cognitive Model Building | Yes | Yes |
| 2004-07-27 | brain04 | | Network Analysis of Neural Oscillations and Granger Causality Spectra | Yes | No |
| 2003-10-21 | pattern03 | Hakim, Vincent (Laboratoire de Physique Statistique Ecole Normale Superieure) | Sub-Threshold Resonance and Synchronization in Neural Networks | No | No |
| 2003-10-17 | pattern_n03 | | Pattern Formation in an Oscillatory Motor Network: Cellular and Neural Circuit Dynamics | No | Yes |
| 2003-10-14 | pattern_n03 | | Patterns and Waves in Inhomogeneous Neural Media | No | Yes |
| 2003-10-13 | pattern_n03 | | Pattern Formation in Neural Systems | No | No |
| 2001-11-06 | neuro01 | | Localized Persistent Activity in Neural Networks | No | Yes |
| 2001-10-30 | neuro01 | | Vocal Control in the Songbird: Neural Mechanisms of Complex Sequence Generation | No | No |
| 2001-10-08 | neuro01 | | Neural Selection and Control of Gaze | No | Yes |
| 2001-09-24 | bblunch | | Dynamics and Information Encoding in Neural Networks | No | No |
| 2001-09-18 | neuro01 | | Information Theory and Neural Coding: Can We Quantify Relevant Information? | No | Yes |
| 2001-09-12 | neuro01 | | Neural Mechanisms of Habit Formation: Cortico-basal Ganglia Loops | No | No |
| 2001-08-15 | neuro01 | | Neural Circuit Dynamics, Oscillations, and Olfactory Codes | No | No |
| 2001-07-27 | neuro_w01 | | Neural Mechanism of Memory in Monkeys | No | No |
