Ask An Expert: Dr. Jeff Lichtman
Curated AI expert chat experience for connectomics questions, guidance, and resource discovery.
Technical Connectomics Tools
Practical tools that complement the broader curriculum and mentorship content.
This collection supports the canonical open connectomics course as a technical track, while remaining interoperable with the rest of the NeuroTrailblazers experience.
Connectome Quality
Hands-on quality-control concepts, metrics, and workflows for reliable connectome reconstruction.
Technical Track Progression
Canonical open connectomics course that complements the broader NeuroTrailblazers site.
1. Why Map the Brain
01-why-map-the-brain
Current coverage: module01
Recommended tools: Ask An Expert: Dr. Jeff Lichtman
Primary overlap with orientation, motivation, and connectomics purpose.
2. Brain Data Across Scales
02-brain-data-across-scales
Current coverage: module04, module05, module12
Recommended tools: Ask An Expert: Dr. Jeff Lichtman, Connectome Quality
Coverage split across neuroanatomy, EM imaging basics, and data scale.
3. EM Prep and Imaging
03-em-prep-and-imaging
Current coverage: module05
Current overlap centers on EM principles and image interpretation.
4. Volume Reconstruction Infrastructure
04-volume-reconstruction-infrastructure
Current coverage: module12, module18
Recommended tools: Ask An Expert: Dr. Jeff Lichtman, Connectome Quality
Partial overlap through big-data systems and preprocessing pipelines.
5. Neuronal Ultrastructure
05-neuronal-ultrastructure
Current coverage: module04, module09, module11
Recommended tools: Ask An Expert: Dr. Jeff Lichtman
Distributed overlap across neuroanatomy, morphology, and synaptic logic.
6. Axons and Dendrites
06-axons-and-dendrites
Current coverage: module04, module09
Recommended tools: Ask An Expert: Dr. Jeff Lichtman
Current treatment appears in structural neuroanatomy and morphology modules.
7. Glia
07-glia
Current coverage: module04
Recommended tools: Ask An Expert: Dr. Jeff Lichtman
Only partial coverage currently; likely a strong candidate for dedicated content.
8. Segmentation and Proofreading
08-segmentation-and-proofreading
Current coverage: module06, module07
Recommended tools: Connectome Quality
Direct overlap with existing segmentation and quality-control sequence.
9. Connectome Analysis and NeuroAI
09-connectome-analysis-neuroai
Current coverage: module10, module13, module14, module15, module20
Strong overlap across graph analysis, ML, CV, LLM, and inference modules.
10. Atlas Connectomics Reference
atlas-connectomics-reference
Current coverage: Planned content
No direct equivalent yet; best handled as dedicated reference content.