Elisa Lilly Garulli
@elgarulli.bsky.social
Neuroscience Ph.D. student focused on developing a paradigm for closed-loop electrical stimulation to address Parkinson’s disease symptoms.
💾 paper code : github.com/ELGarulli/ak...
👩💻 neurokin : github.com/ELGarulli/ne...
👨💻 py_neuromodulation : github.com/neuromodulat...
👩💻 neurokin : github.com/ELGarulli/ne...
👨💻 py_neuromodulation : github.com/neuromodulat...
May 7, 2025 at 3:06 PM
💾 paper code : github.com/ELGarulli/ak...
👩💻 neurokin : github.com/ELGarulli/ne...
👨💻 py_neuromodulation : github.com/neuromodulat...
👩💻 neurokin : github.com/ELGarulli/ne...
👨💻 py_neuromodulation : github.com/neuromodulat...
🗝️ Takeaways:
- β‑band modulates during akinesia - expected - but so do Hjorth complexity & mobility, simple time‑domain metrics!
- They are computationally light & may be future closed‑loop DBS biomarkers!
- neurokin is now available to support neurobehaviour analysis and custom feature extraction
- β‑band modulates during akinesia - expected - but so do Hjorth complexity & mobility, simple time‑domain metrics!
- They are computationally light & may be future closed‑loop DBS biomarkers!
- neurokin is now available to support neurobehaviour analysis and custom feature extraction
May 7, 2025 at 3:06 PM
🗝️ Takeaways:
- β‑band modulates during akinesia - expected - but so do Hjorth complexity & mobility, simple time‑domain metrics!
- They are computationally light & may be future closed‑loop DBS biomarkers!
- neurokin is now available to support neurobehaviour analysis and custom feature extraction
- β‑band modulates during akinesia - expected - but so do Hjorth complexity & mobility, simple time‑domain metrics!
- They are computationally light & may be future closed‑loop DBS biomarkers!
- neurokin is now available to support neurobehaviour analysis and custom feature extraction
🔍 How?
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox #neurokin and neural features using #py_neuromodulation
- Applied LDA and #CEBRA to pinpoint features that distinguish akinesia
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox #neurokin and neural features using #py_neuromodulation
- Applied LDA and #CEBRA to pinpoint features that distinguish akinesia
May 7, 2025 at 3:06 PM
🔍 How?
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox #neurokin and neural features using #py_neuromodulation
- Applied LDA and #CEBRA to pinpoint features that distinguish akinesia
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox #neurokin and neural features using #py_neuromodulation
- Applied LDA and #CEBRA to pinpoint features that distinguish akinesia
🔍 How?
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox hashtag#neurokin and neural features using hashtag#py_neuromodulation
- Applied LDA and hashtag#CEBRA to pinpoint features that distinguish akinesia
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox hashtag#neurokin and neural features using hashtag#py_neuromodulation
- Applied LDA and hashtag#CEBRA to pinpoint features that distinguish akinesia
May 7, 2025 at 3:03 PM
🔍 How?
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox hashtag#neurokin and neural features using hashtag#py_neuromodulation
- Applied LDA and hashtag#CEBRA to pinpoint features that distinguish akinesia
- We captured 3D kinematics and MTCx ECoG during a runway task in 6‑OHDA rats
- Extracted kinematic features using our new open‑source toolbox hashtag#neurokin and neural features using hashtag#py_neuromodulation
- Applied LDA and hashtag#CEBRA to pinpoint features that distinguish akinesia