Neural Dynamics Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Neural Dynamics of Speech Perception and Word Recognition

Explore neural mechanisms behind speech perception and word recognition through dynamic feedback models that explain how the brain processes variable-rate speech and integrates phonemic information.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Montreal Robotics

Scaling Robotic Manipulation via Structured World Models and Tactile Sensing

Discover how structured world models and tactile sensing advance robotic manipulation through physics-informed neural dynamics and scalable sensing technologies.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Models of Consciousness Conferences

Moving Beyond Integration and Differentiation in Measures of Neural Dynamics

Explores new mathematical approaches to measure neural complexity, introducing O-information and a formalism for decomposing information dynamics, advancing understanding of conscious states.

• YouTube
• 24 minutes
• On-Demand
• Conference Talk

MGH Martinos Center

Cognition Emerges from Neural Dynamics

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.

• YouTube
• 55 minutes
• On-Demand
• Free Video

BPPB Seminar

Uncovering the Neural Dynamics Underlying Latent State Inference

Explore groundbreaking research on neural dynamics and their role in latent state inference, examining key mechanisms behind brain information processing and cognitive functions.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Neural Dynamics of Attentive Object Recognition, Scene Understanding, and Decision Making

Explore neural mechanisms underlying attentive object recognition, scene understanding, and decision-making through computational brain modeling insights.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Coursera

Debug Neural Networks: Analyze Training Dynamics

Master systematic debugging of neural networks by analyzing training dynamics, identifying gradient issues, and implementing stabilization techniques like gradient clipping.

• Coursera
• 1 hour 36 minutes
• On-Demand
• Paid Course

Simons Institute

Inferring Single-Trial Neural Population Dynamics Using Sequential Auto-Encoders

Explore cutting-edge techniques for analyzing neural population dynamics using sequential auto-encoders, with insights from Google researcher David Sussillo.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Stochastic Learning Dynamics and Generalization in Neural Networks

Explore stochastic learning dynamics and generalization in neural networks, uncovering key insights into their behavior and performance in various applications.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry

Explore neural circuit modeling for large-scale brain dynamics in computational psychiatry, bridging microcircuit perturbations with neuroimaging biomarkers to advance personalized therapeutics.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Alan Turing Institute

Neural Opinion Dynamics Model for the Prediction of User-Level Stance Dynamics - Yulan He, Warwick

Explore neural opinion dynamics for predicting user stance shifts in digital democracy platforms, enhancing citizen engagement and policy-making through machine learning techniques.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

The Effect of Network Connectivity on Population Neural Dynamics

Explore how network connectivity shapes population neural dynamics, focusing on low-dimensional manifolds and their role in neural computation and cortical function.

• YouTube
• 49 minutes
• On-Demand
• Free Video

PCS Institute for Basic Science

Cost-Efficient Neural Dynamics: Reconciling Multilevel Spontaneous and Evoked Activity in E-I Balanced Neural Networks at Criticality

Explore cost-efficient neural dynamics in E-I balanced networks, examining irregular spiking, oscillations, and critical avalanches. Uncover how these properties achieve minimal energy cost and maximal information capacity.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Neural Dynamics of Attentive Object Recognition and Scene Understanding

Explore neural models of visual understanding, including object recognition, scene classification, and decision-making. Discover how the brain processes complex visual information across cortical streams.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Graph Neural Networks for Learning System Dynamics

Explore Graph Neural Networks for learning system dynamics, focusing on applications in complex systems and data-driven modeling techniques.

• YouTube
• 24 minutes
• On-Demand
• Free Video