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#Computational Neuroscience

Showing: 147 courses
Artem Kirsanov

Brain Criticality - Optimizing Neural Computations

1 rewiews
Explore how the brain optimizes information processing by operating near critical points, examining phase transitions, neuronal avalanches, and scale-free properties in neural networks.
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10 Lesons
37 minutes
On-Demand
Free-Video
Stanford University

Information Theory of Deep Learning - Naftali Tishby

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Explores the connection between deep learning and information theory, offering new insights into neural network design, generalization, and optimization through an information bottleneck framework.
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11 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Computational Principles Underlying the Learning of Sensorimotor Repertoires

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Explore computational principles of motor learning, focusing on context's role in memory activation and how statistical learning shapes object representations.
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18 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Santa Fe Institute

Neurobiology - Vijay Balasubramanian

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Explore computational neurobiology with Vijay Balasubramanian, covering neurons, retina, efficiency, and the brain's computational language in this comprehensive tutorial.
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12 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Santa Fe Institute

Embodiment Without Situatedness - An Embodied Perspective on Neural Architecture Search

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Explore embodied perspectives on neural architecture search with Nick Cheney, examining the intersection of neurorobotics and complex systems in AI development and intelligence research.
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1 Lesons
35 minutes
On-Demand
Free-Video
Santa Fe Institute

Evolving Brains - Synthetic Brains and Minds: What is Possible? - Lecture 2

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Exploring synthetic biology, artificial life, and AI to understand cognitive complexity and the potential for creating synthetic minds different from human cognition.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
University of Central Florida

Contextual and Bottom-Up Attention-Guided Large-Scale Visual Inferences

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Explore visual inference techniques, including bottom-up attention and unsupervised object discovery, with applications in neuroscience, gesture recognition, and machine learning.
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15 Lesons
58 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

How Experiment and Theory Have Informed Each Other in Neuroscience - Past 25 Years

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Explore a captivating lecture by 2024 Nobel Prize in Physics winner John Hopfield, delivered at the Kavli Institute for Theoretical Physics in 2010. Delve into the intricate relationship between experiment and theory in neuroscience over the past quarter…
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

The Functional Role of Oscillatory Dynamics in Neocortical Circuits: A Computational Perspective

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Explore computational perspectives on oscillatory dynamics in neocortical circuits, examining their functional roles and implications for neural processing.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Simons Institute

Large Language Models and Transformers: Perspectives from Physics, Neuroscience, and Theory

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Explore perspectives on large language models and transformers from physics, neuroscience, and theory with Stanford's Surya Ganguli in this insightful Simons Institute lecture.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Simons Institute

In-Context Principle Learning from Mistakes

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Explore Uri Alon's insights on in-context principle learning from mistakes, focusing on emerging generalization settings in AI and machine learning.
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1 Lesons
58 minutes
On-Demand
Free-Video
Institute for Advanced Study

Towards a Computational Model of the Brain - Tools for Mapping and Perturbing Neural Circuits - Ed Boyden

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Explore cutting-edge tools and techniques for mapping and manipulating neural circuits, advancing our understanding of brain structure and function at unprecedented levels of detail.
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31 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Theoretical Study of the Emergence of Periodic Solutions for the Inhibitory NNLIF Neuron Model with Synaptic Delay

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Explore periodic solutions in inhibitory NNLIF neuron models with synaptic delay through theoretical analysis and mathematical insights.
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1 Lesons
24 minutes
On-Demand
Free-Video
Institut Henri Poincaré

A New Synaptic Rule to Unify Experimental Heterogeneity

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Découvrez une nouvelle règle synaptique unifiant l'hétérogénéité expérimentale en neurosciences, présentée par Yuri Rodrigues de l'Université Côte d'Azur.
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1 Lesons
20 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Characterizing Differences in Structural Network Changes from Traumatic Brain Injury

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Exploring structural network changes in traumatic brain injury, focusing on motif coherence patterns and their potential link to clinical outcomes like post-traumatic epilepsy through computational modeling.
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10 Lesons
54 minutes
On-Demand
Free-Video
The Royal Institution

The Neuroscience of Consciousness

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Explore the fascinating neuroscience of consciousness with Prof. Anil Seth, delving into how our biology shapes our unique experiences and sense of self.
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1 Lesons
1 hour
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Artificial Neural Networks Through the Lens of Dynamical Systems Theory

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Explore artificial neural networks from a dynamical systems perspective, gaining insights into their behavior and properties.
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1 Lesons
25 minutes
On-Demand
Free-Video
Simons Institute

Combining Innate Concepts with Learning to Perceive the World

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Explore how innate concepts and learning processes interact to shape our perception of the world, drawing insights from AI, psychology, and neuroscience perspectives.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Stable Adaptation and Learning in Nonlinear Systems and Neural Networks

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Explore nonlinear systems tools for insights on collective computation and learning in large dynamical networks, focusing on stable adaptation and implicit sparse regularization.
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1 Lesons
35 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Topological Data Analysis on Dynamic Brain Networks

0 rewiews
Explore topological data analysis for dynamic brain networks, learning to cluster networks into states and analyze temporal changes using Wasserstein distance. Gain insights into state space estimation and heritability of network changes.
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1 Lesons
51 minutes
On-Demand
Free-Video
Artem Kirsanov

Self-Study Computational Neuroscience - Coding, Textbooks, Math

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Comprehensive guide to starting computational neuroscience: programming languages, coding practice, textbooks, math resources, project ideas, and datasets for self-study and skill development.
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12 Lesons
21 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Nerve Theorems for Fixed Points of Neural Networks

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Explore how network connectivity shapes neural activity using combinatorial threshold-linear networks. Learn about nerve theorems and their application in understanding fixed points of large neural networks.
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21 Lesons
54 minutes
On-Demand
Free-Video
ICTP-SAIFR

Nonlinear Dynamics of Neuronal Models with Applications to Bird Song Dynamics - Class 2

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Explore nonlinear dynamics of neuronal models and their application to bird song dynamics, focusing on advanced concepts and real-world examples.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
ICTP-SAIFR

Nonlinear Dynamics of Neuronal Models with Applications to Bird Song Dynamics - Class 1

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Explore nonlinear dynamics in neuronal models, focusing on bird song dynamics. Gain insights into complex neuroscience concepts and their applications.
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1 Lesons
58 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

PDEs for Neural Assemblies - Analysis, Simulations, and Behavior

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Explore PDEs for neural assemblies, analyzing their behavior through simulations and mathematical techniques with Professor Benoît Perthame from Sorbonne University.
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1 Lesons
55 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Graph Rules and Topological Insights for Inhibitory Network Dynamics

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Explore graph rules and topological insights for inhibitory network dynamics, uncovering mathematical principles behind neural networks.
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1 Lesons
54 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Marked Point Process Modeling and Estimation Problems in Neural Data Analysis

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Explore marked point process modeling and estimation techniques for analyzing neural data, focusing on advanced statistical approaches in neuroscience research.
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1 Lesons
38 minutes
On-Demand
Free-Video
Artem Kirsanov

How Your Brain Organizes Information

0 rewiews
Explore cognitive maps and how the brain organizes information for flexible behavior. Learn about hippocampal neurons, non-spatial mapping, graph theory, latent spaces, and factorized representations in neuroscience.
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10 Lesons
27 minutes
On-Demand
Free-Video
MITCBMM

Building Machines that Learn and Think Like People

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Explore computational neuroscience and AI inspired by human cognition, covering intuitive theories, compositionality, and learning to learn for more human-like artificial intelligence.
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25 Lesons
28 minutes
On-Demand
Free-Video
MITCBMM

Calcium Imaging Data Cell Extraction

0 rewiews
Learn advanced techniques for extracting neuronal signals from calcium imaging data using CNMF-E, a matrix factorization approach. Improve signal quality and detection in microendoscopic recordings of deep brain activity.
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16 Lesons
1 hour 8 minutes
On-Demand
Free-Video
MITCBMM

Spike Timing in Motor Control

0 rewiews
Explore spike timing in neural motor codes, focusing on vocalization and breathing in songbirds. Learn about information encoding in neurons and its impact on animal behavior.
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8 Lesons
1 hour 1 minute
On-Demand
Free-Video
MITCBMM

Learning with Symmetry and Invariance for Speech Perception

0 rewiews
Explore symmetry and invariance in speech perception, focusing on acoustic variability, feedforward models, and invariant representations. Learn about word orbits, phone representations, and acoustic modeling techniques.
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41 Lesons
39 minutes
On-Demand
Free-Video
MITCBMM

Learning in Recurrent Neural Networks

0 rewiews
Explore recurrent neural networks, covering continuous and spiking models, effective connectivity, and philosophical implications in computational neuroscience.
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11 Lesons
1 hour 17 minutes
On-Demand
Free-Video
MITCBMM

Building Newborn Minds in Virtual Worlds

0 rewiews
Explore the development of high-level vision in newborns through innovative controlled-rearing experiments, revealing insights into invariant object recognition and computational models of visual cortex.
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27 Lesons
1 hour 28 minutes
On-Demand
Free-Video
MITCBMM

Towards a System-Level Theory of Computation in the Visual Cortex

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Explore computational models of visual processing in primate cortex, combining neuroscience and AI to understand perception and develop advanced computer vision systems.
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23 Lesons
1 hour 9 minutes
On-Demand
Free-Video
MITCBMM

Computational Models of Human Vision - Part 2

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Explore computational approaches to human vision, focusing on encoding, decoding, and behavioral metrics in the ventral stream and identity manifold.
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13 Lesons
29 minutes
On-Demand
Free-Video
Simons Institute

Liquid Time Constant Networks

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Explore time-continuous neural networks, focusing on Liquid Time Constant Networks and their stable state, expressivity, and performance in dynamic causal modeling.
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8 Lesons
31 minutes
On-Demand
Free-Video
Simons Institute

Dynamic Neural Network Structures Through Stochastic Rewiring

0 rewiews
Explore stochastic rewiring in neural networks, covering plasticity, noise, and reward-based learning, with insights into parameter dynamics and experimental findings.
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12 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

The Prefrontal Cortex as a Meta-Reinforcement Learning System

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Explore the prefrontal cortex's role in meta-reinforcement learning, connecting neuroscience and AI through recurrent neural networks and cognitive tasks like Harlow's experiment.
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20 Lesons
55 minutes
On-Demand
Free-Video
MITCBMM

The Quest to Create Engineer-Quality Models of the Mechanisms of Human Visual Object Recognition - Part 2

0 rewiews
Explore advanced neural models and mechanisms of human visual object recognition, including linear decoders, adversarial attacks, and individual variability in visual processing.
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14 Lesons
1 hour 10 minutes
On-Demand
Free-Video
MITCBMM

What Are the Computations Underlying Primate vs. Machine Vision?

0 rewiews
Explore primate and machine vision computations, comparing face recognition, image processing, and neural networks. Gain insights into computational neuroscience and visual perception illusions.
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14 Lesons
1 hour 23 minutes
On-Demand
Free-Video
MITCBMM

Modeling the Influence of Feedback in the Visual System

0 rewiews
Explore how feedback influences visual processing, using masking studies and network modeling to understand its impact on classification accuracy and neural activity.
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9 Lesons
20 minutes
On-Demand
Free-Video
MITCBMM

Understanding Auditory Cortical Computation

0 rewiews
Explore auditory processing through computational models, comparing AI and human performance in speech recognition, sound localization, and pitch perception.
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16 Lesons
1 hour 3 minutes
On-Demand
Free-Video
MITCBMM

Feedforward and Feedback Processes in Visual Recognition

0 rewiews
Explore visual recognition processes, comparing deep learning models with neuroscience-inspired approaches. Gain insights into complex visual reasoning and potential advancements in AI through computational neuroscience.
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19 Lesons
52 minutes
On-Demand
Free-Video
MITCBMM

The Diversity of Cell Types in the Human Brain

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Explore the diverse cell types in the human brain, their classification, and implications for neuroscience and consciousness, with insights from cutting-edge research techniques.
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15 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Institute

How Fast Is a Neural "Winner-Take-All" When Deciding Between Many Noisy Options?

0 rewiews
Explore neural decision-making mechanisms, focusing on the speed and efficiency of "winner-take-all" processes in noisy environments. Gain insights into parallel strategies and canonical circuits.
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16 Lesons
38 minutes
On-Demand
Free-Video
Simons Institute

Biophysics of Computation I

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Explore the biophysics of neural computation, focusing on dendritic spikes and their role in information processing within the brain's complex structures.
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14 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Allen Institute Large-Scale Datasets and Modeling Tools

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Explore large-scale datasets and modeling tools for brain research, covering transcriptomics, connectome mapping, visual coding, and human neuron studies to advance our understanding of brain function.
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15 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Artem Kirsanov

Dendrites: Why Biological Neurons Are Deep Neural Networks

0 rewiews
Explore how individual neurons function like deep neural networks, examining their complex information processing capabilities and the physiological mechanisms behind their computational complexity.
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9 Lesons
25 minutes
On-Demand
Free-Video
Artem Kirsanov

Theta Rhythm - A Memory Clock

0 rewiews
Explore the theta rhythm's role in memory encoding and retrieval. Learn about its generation, functions, and impact on brain activity, including integrated representations and sequential organization.
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12 Lesons
20 minutes
On-Demand
Free-Video
Artem Kirsanov

A Unifying Framework for Memory and Abstraction

0 rewiews
Explore the Tolman-Eichenbaum Machine, a computational model unifying memory and spatial navigation in the hippocampus. Learn about its architecture, performance, and implications for neuroscience.
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14 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

The Sparse Manifold Transform

0 rewiews
Explore computational theories of the brain through the Sparse Manifold Transform, examining its applications in understanding neural processing and information representation in the visual system.
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1 Lesons
54 minutes
On-Demand
Free-Video
Simons Institute

Predictive Coding Models of Perception

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Explore cutting-edge theories on how the brain processes sensory information, focusing on predictive coding models and their implications for understanding perception.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Basal Ganglia Architecture for Reinforcement Learning

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Explore the neural circuitry of basal ganglia and its role in reinforcement learning, focusing on representation, coding, and computation in neural networks.
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1 Lesons
34 minutes
On-Demand
Free-Video
Simons Institute

Place-Cell Sequences in the Hippocampus

0 rewiews
Explore hippocampal place-cell sequences and their role in neural circuits, focusing on representation, coding, and computation in the brain's spatial navigation system.
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1 Lesons
43 minutes
On-Demand
Free-Video
Simons Institute

Mapping Neural Connections and Their Development II

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Explore neural connectivity mapping and developmental processes in the brain, focusing on advanced techniques and recent findings in neuroscience research.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Computational Principles of Sensorimotor Control - Lecture 1

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Explore computational principles of sensorimotor control, including optimal feedback control, state estimation, motor learning, and Bayesian decision theory in human movement and robotics.
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41 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Data Needed to Drive Conceptual Advances About Learning

0 rewiews
Exploring data needs for advancing learning theories, bridging timescales from milliseconds to weeks in neurobiology. Discusses mechanisms of synaptic plasticity and associative learning across molecular, cellular, and circuit levels.
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1 Lesons
41 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Precision Dynamical Mapping to Characterize Brain Activity Fluctuations

0 rewiews
Exploring Topological Data Analysis to map brain activity fluctuations in psychiatric disorders, overcoming neuroimaging limitations and enhancing understanding of neurobiological underpinnings.
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1 Lesons
59 minutes
On-Demand
Free-Video
The Royal Institution

Our Quest to Understand the Brain - History and Modern Approaches

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Explore the brain's complexity through history, from mechanical analogies to modern AI. Discover how scientific understanding has evolved and what current research reveals about memory and cognition.
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1 Lesons
51 minutes
On-Demand
Free-Video
Alan Turing Institute

The Science of Movement - Computational Principles of Sensorimotor Learning

0 rewiews
Explore computational principles behind learning sensorimotor repertoires, focusing on contextual inference in memory creation, updating, and expression for diverse motor skills.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Using Dynamics to Constrain Connectivity of Neuronal Population in Respiratory Brainstem

0 rewiews
Explores models of neuronal connectivity in respiratory brainstem, focusing on synchronized bursting activity and network architecture insights using multi-state bootstrap percolation.
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1 Lesons
53 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Connectome-Based Modeling in the Fly

0 rewiews
Explore connectome-based modeling in flies, revolutionizing neural circuit understanding and its link to behavior, presented by Larry Abbott at UCLA's IPAM workshop.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Personalized Brain Network Models Augment Individual Differences

0 rewiews
Explore personalized brain network models: simulating individual brain activity, predicting stimulation effects, and investigating structural and functional differences.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

What Do We Want to Know and How Will a Connectome Help Us Know It?

0 rewiews
Explore the potential of connectome analysis in neuroscience with Gwyneth Card, discussing its applications, limitations, and future directions in understanding brain function and behavior.
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1 Lesons
51 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

How to Simulate a Connectome - Predicting Neural Activity from Connectivity

0 rewiews
Exploring how connectivity measurements of neural networks can predict neural activity and inform understanding of neural computation, with experimentally testable predictions across multiple studies.
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1 Lesons
52 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

The Effect of Network Connectivity on Population Neural Dynamics

0 rewiews
Explore how network connectivity shapes population neural dynamics, focusing on low-dimensional manifolds and their role in neural computation and cortical function.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Visual Processing During Navigation

0 rewiews
Explore visual processing mechanisms in navigation, focusing on neural pathways and computational models for spatial orientation and movement through environments.
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1 Lesons
46 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Architectural Constraints on Recurrent Network Dynamics

0 rewiews
Explore how network architecture influences and constrains dynamics in recurrent neural networks, focusing on threshold-linear models and their implications for understanding connectomes in neural computation.
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1 Lesons
58 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

The Cost of Brain State Transitions

0 rewiews
Explore the energetic costs of brain state transitions and their implications for connectome analysis in this insightful presentation on cutting-edge neuroscience research.
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1 Lesons
38 minutes
On-Demand
Free-Video
The Royal Institution

How the Brain Shapes Reality - With Andy Clark

0 rewiews
Explore how the brain acts as a prediction engine, shaping our perception of reality and its implications for well-being, mental health, and society. Delve into the concept of perception as 'controlled hallucination'.
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1 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

New Models of Human Hearing via Machine Learning

0 rewiews
Exploring machine learning models to understand human auditory abilities and brain function, with implications for auditory prosthetics and behavioral insights.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Characterizing the Impact of Noise on Neural Computation

0 rewiews
Exploring noise in biological and artificial neural networks, its impact on computations, and new methods for analyzing stochastic network representations and trial-to-trial variability.
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1 Lesons
33 minutes
On-Demand
Free-Video
Simons Institute

Neural Computations for Geometric Reasoning

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Explore neural computations enabling animals to represent and process geometric structures in 3D environments, focusing on robust, low-power circuits for survival and navigation.
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1 Lesons
46 minutes
On-Demand
Free-Video
Institut Henri Poincaré

System of Interacting Neurons with Short-Term Synaptic Facilitation

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Explore interacting neurons and short-term synaptic facilitation in this comprehensive lecture by experts from renowned French universities.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Neural Fields with Rebound Currents: Novel Routes to Patterning

0 rewiews
Explore novel patterning routes in neural fields with rebound currents, uncovering innovative approaches to understanding brain dynamics and neural networks.
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1 Lesons
23 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Topological Insights in Neuroscience

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Explore topological approaches in neuroscience, uncovering insights into brain structure and function through mathematical analysis.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Multi-scale Modeling of Vesicular Release at Neuronal Synapses

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Explore multi-scale modeling techniques for vesicular release in neuronal synapses, focusing on advanced computational approaches to understand synaptic transmission.
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1 Lesons
32 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Self-Organized Criticality in Hierarchical Modular Networks of Galves-Löcherbach Neurons

0 rewiews
Explore self-organized criticality in hierarchical modular networks, focusing on Galves-Löcherbach neurons and their implications for complex systems.
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1 Lesons
24 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Inferring Monosynaptic Connections from Cross-Correlograms of Neuronal Spike Trains

0 rewiews
Explore techniques for inferring monosynaptic connections from neuronal spike train cross-correlograms, enhancing understanding of neural network structures.
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1 Lesons
35 minutes
On-Demand
Free-Video
Institut Henri Poincaré

A Neural Mass Model for Abnormal Beta-Rebound in Schizophrenia

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Explore a neural mass model examining abnormal beta-rebound in schizophrenia, presented by experts from the University of Nottingham at Institut Henri Poincaré.
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1 Lesons
44 minutes
On-Demand
Free-Video
Institut Henri Poincaré

A Multiple Time Renewal Equation for Neural Assemblies with Elapsed Time Model

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Explore neural assemblies through a multiple time renewal equation, focusing on the elapsed time model and its implications for understanding brain dynamics.
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1 Lesons
25 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Fokker-Planck Equations of Neuron Networks: Understanding Time Periodic Solutions

0 rewiews
Explore Fokker-Planck equations in neuron networks, focusing on time periodic solutions and their implications for neural dynamics.
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1 Lesons
25 minutes
On-Demand
Free-Video
Institut Henri Poincaré

The Non-Linear Dynamics of Retinal Waves

0 rewiews
Explore the complex dynamics of retinal waves, uncovering their non-linear behavior and implications for visual system development.
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1 Lesons
38 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Noise-Driven Bifurcations in Neural Field Systems Modeling Grid Cell Networks

0 rewiews
Explore noise-driven bifurcations in neural field systems, focusing on grid cell network modeling and their implications for spatial navigation.
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1 Lesons
42 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Projection Methods for Neurobiological Networks

0 rewiews
Explore projection techniques for analyzing complex neurobiological networks, focusing on applications in neuroscience research and computational modeling.
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1 Lesons
45 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Understanding Synaptic Mechanisms: Why a Multi-disciplinary Approach is Important

0 rewiews
Explore multi-disciplinary approaches to understanding synaptic mechanisms, emphasizing their importance in neuroscience research and potential applications.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Metastable Spiking Networks in the Replica-Mean-Field Limit

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Explore metastable spiking networks in the replica-mean-field limit, focusing on advanced concepts in neural dynamics and statistical physics.
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1 Lesons
21 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Time Averages of a Metastable System of Spiking Neurons

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Explore metastable systems of spiking neurons and their time averages in this concise neuroscience lecture by Morgan André.
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1 Lesons
21 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Recent Results on Mean Field Analysis of Spiking Neuron Networks

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Explore recent findings on mean field theory applied to spiking neuron networks, presented by Romain Veltz from Inria Sophia Antipolis.
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1 Lesons
28 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Spontaneous Oscillations in Pure Excitatory Mean Field Networks of Neurons

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Explore spontaneous oscillations in excitatory neural networks through mean field analysis, uncovering insights into complex neuronal dynamics.
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1 Lesons
39 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Modelling Mental Rotation in the Brain Using Deep Learning

0 rewiews
Explore mental rotation in the brain and its potential implementation in deep learning, comparing human visual systems to neural networks.
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20 Lesons
49 minutes
On-Demand
Free-Video
MGH Martinos Center

Cognition Emerges from Neural Dynamics

0 rewiews
Explore neural dynamics and their role in cognitive emergence with MIT's Prof. Earl Miller. Gain insights into cutting-edge neuroscience research and its implications.
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1 Lesons
55 minutes
On-Demand
Free-Video
MGH Martinos Center

Imaging the Brain for Neuroscience and Artificial Intelligence

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Explore cutting-edge brain imaging techniques for advancing neuroscience and AI research with Prof. Zhongming Liu from the University of Michigan.
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1 Lesons
52 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Neural Mechanisms of Intelligence - Part 2 of 3

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Explore neural mechanisms of intelligence in animals, uncovering algorithms behind cognitive processes. Gain insights into measuring and understanding non-linguistic forms of intelligence.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Simons Institute

Computation with Sequences of Neuronal Assemblies

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Explore neuronal assembly sequences in computation, bridging AI, psychology, and neuroscience for insights into higher-level intelligence.
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1 Lesons
12 minutes
On-Demand
Free-Video
Simons Institute

What Neural Machinery is Needed for Language Acquisition

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Explore the neural mechanisms underlying language acquisition, integrating insights from AI, psychology, and neuroscience to understand higher-level intelligence.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
MITCBMM

Emergent Computation and Learning with Assemblies of Neurons

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Explore neural assemblies' role in emergent computation and learning, uncovering insights into brain function and artificial intelligence advancements.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Neural Mechanisms of Intelligence - Part 3

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Explore neural mechanisms of intelligence in animals, uncovering algorithms behind cognitive processes. Gain insights into measuring and understanding non-linguistic forms of intelligence.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
ICTP-SAIFR

Emergence of Phase Synchronization in Sparse Neuronal Networks Under Poissonian Spike Inputs

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Explore phase synchronization in sparse neuronal networks with Poissonian spike inputs, examining emergence patterns and network dynamics.
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1 Lesons
17 minutes
On-Demand
Free-Video