Foundations and workflows
Computational neuroscience, IBL experimental design, behavioural task events, BWM data access, the IBL Agent and computational-research best practices.
Programs
Curriculum
ACNEI-IBL Neural Modelling Workshop
Behavioural, electrophysiological and brain-wide data analysis
An intensive computational neuroscience programme focused on behavioural, electrophysiological and brain-wide data analysis using IBL methods and tools.
IBL methods and tools
Core AffiliateDates
23–26 November
Format
Four-day programme
Time standard
London time
01
Programme scope
From behaviour to brain-wide analysis
The programme moves from IBL experimental design and behavioural interpretation through single-neuron, population and brain-wide analysis, with practical data work and project development throughout.
Behavioural modelling
Decision-making models, psychometric fitting, priors, model comparison and reinforcement-learning models of past outcomes.
Video-derived behaviour
Behavioural signals, quality control, video processing, pose estimation and video-based action segmentation.
Single-neuron and LF analysis
Electrophysiological quality control, rasters, PSTHs, tuning curves, encoding, decoding, classifiers, cross-validation, filtering and brain-state classification.
Population and brain-wide analysis
Population decoding, neural manifolds, population dynamics, dimensionality reduction and distributed-network analyses of functional specialisation.
Research projects and interpretation
Exploratory analysis, project planning and presentations, AI-assisted analysis, CON2PHYS, and the effects of analytical choices on scientific results.