vkam's Highlights on 'Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks'

Circuit Mechanisms of Parkinson’s Disease

www.sciencedirect.com/science/article/pii/S0896627319302119

Sep 12, 2025

Neuroanatomy, Basal Ganglia - StatPearls - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK537141/

Sep 12, 2025

Essential Thalamic Contribution to Slow Waves of Natural Sleep - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC3858629/

burst

T-type calcium channels

thalamus

dbs

Sep 12, 2025

Anatomical localization of Cav3.1 calcium channels and electrophysiological effects of T-type calcium channel blockade in the motor thalamus of MPTP-treated monkeys - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC4760490/

dbs

T-type calcium channels

ML218

Sep 12, 2025

182

Haloperidol Selectively Remodels Striatal Indirect Pathway Circuits - Neuropsychopharmacology

www.nature.com/articles/npp2016173

Sep 12, 2025

Haloperidol Interactions with the dop-3 Receptor in Caenorhabditis elegans - Molecular Neurobiology

link.springer.com/article/10.1007/s12035-020-02124-9

Sep 12, 2025

EFHC1, implicated in juvenile myoclonic epilepsy, functions at the cilium and synapse to modulate dopamine signaling - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC6392500/

Sep 11, 2025

A high-density association screen of 155 ion transport genes for involvement with common migraine

academic.oup.com/hmg/article/17/21/3318/2385712?login=true

Sep 11, 2025

Low Frequency Stimulation Decreases Seizure Activity in a Mutation Model of Epilepsy - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC3569726/

NCA

UNC79

UNC80

Sep 11, 2025

Mutations in the α1 subunit of an L‐type voltage‐activated Ca2+ channel cause myotonia in Caenorhabditis elegans | The EMBO Journal

www.embopress.org/doi/full/10.1093/emboj/16.20.6066

dbs

Sep 11, 2025

Shaker/Kv1 potassium channel SHK-1 protects against pathogen infection and oxidative stress in C. elegans

journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1011554

Sep 11, 2025

Neurophysiological methods in C. elegans: an introduction - WormBook - NCBI Bookshelf

www-ncbi-nlm-nih-gov.ezpv7-web-p-u01.wpi.edu/books/NBK19791/

Sep 11, 2025

First report of action potentials in a C. elegans neuron is premature - PMC

pmc-ncbi-nlm-nih-gov.ezpv7-web-p-u01.wpi.edu/articles/PMC3951996/

Sep 11, 2025

Negative Loglikelihood Functions - MATLAB & Simulink

www.mathworks.com/help/stats/negative-loglikelihood-functions.html

Sep 11, 2025

Maximum Likelihood Estimation - MATLAB & Simulink

www.mathworks.com/help/stats/maximum-likelihood-estimation.html

Sep 11, 2025

Fit Custom Distributions - MATLAB & Simulink Example

www.mathworks.com/help/stats/fitting-custom-univariate-distributions.html

Sep 11, 2025

Model and Simulate Electricity Spot Prices Using the Skew-Normal Distribution - MATLAB & Simulink

www.mathworks.com/help/econ/model-and-simulate-electricity-spot-prices-using-skew-normal-distribution.html

Sep 11, 2025

Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks

glassboxmedicine.com/2019/12/07/connections-log-likelihood-cross-entropy-kl-divergence-logistic-regression-and-neural-networks/

Sep 11, 2025

Likelihood Theory: Implementation and Applications

terpconnect.umd.edu/~egurarie/teaching/Biol709/Topic3/Lecture14_Likelihoods.html

Sep 11, 2025

PC12 Cell Line: Cell Types, Coating of Culture Vessels, Differentiation and Other Culture Conditions

www.mdpi.com/2073-4409/9/4/958

Sep 11, 2025

Live Cell Fluorescence Imaging Shows Neurotransmitter Activation Promotes Aggregation of the Intracellular Domain of Amyloid Precursor Protein - The Journal of Membrane Biology

link.springer.com/article/10.1007/s00232-022-00266-6

Sep 11, 2025

A multi-channel device for high-density target-selective stimulation and long-term monitoring of cells and subcellular features in C. elegans

pubs-rsc-org.ezpv7-web-p-u01.wpi.edu/en/content/articlelanding/2014/LC/C4LC00789A

Sep 8, 2025

Laterally Orienting C. elegans Using Geometry at Microscale for High-Throughput Visual Screens in Neurodegeneration and Neuronal Development Studies - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC3335040/

Sep 8, 2025

A circuit for navigation in Caenorhabditis elegans | PNAS

www.pnas.org/doi/10.1073/pnas.0409009101

Sep 8, 2025

MoW - ASH

www.wormatlas.org/MoW_built0.92/cells/ash.html

Sep 8, 2025

MoW - ASJ

www.wormatlas.org/MoW_built0.92/cells/asj.html

Sep 8, 2025

The sensory cilia of Caenorhabditis elegans

www.wormbook.org/chapters/www_ciliumbiogenesis.2/ciliumbiogenesis.html

IFT

Sep 8, 2025

MoW - PVQ

www.wormatlas.org/MoW_built0.92/cells/pvq.html

Sep 7, 2025

A biologist's guide to statistical thinking and analysis - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK153593/?report=printable

Sep 7, 2025

Imaging the activity of neurons and muscles - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK19652/

Sep 7, 2025

Neurotransmitter signaling through heterotrimeric G proteins: insights from studies in C. elegans - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK535514/

Sep 7, 2025

The measurement and analysis of age-related changes in Caenorhabditis elegans - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK116075/

Sep 7, 2025

Specification of the nervous system - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK19765/

Sep 7, 2025

Introduction: Connectivity and Plasticity - C. elegans II - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK20204/

Sep 7, 2025

Cellular Analysis of Chemosensory and Thermosensory Neurons - C. elegans II - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK20065/

Sep 7, 2025

Gap junction-mediated electrical transmission: regulatory mechanisms and plasticity - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC3437247/

Sep 7, 2025

Loer Lab, Dopamine-containing Neurons of C. elegans

home.sandiego.edu/~cloer/loerlab/dacells.html

Sep 7, 2025

Gap junctions in C. elegans: Their roles in behavior and development - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC5412865/

Sep 7, 2025

Egg-laying - WormBook - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK19787/

Sep 7, 2025

Anodic stimulation misunderstood: preferential activation of fiber orientations with anodic waveforms in deep brain stimulation - IOPscience

iopscience.iop.org/article/10.1088/1741-2552/aae590

Sep 7, 2025

A systematic exploration of parameters affecting evoked intracranial potentials in patients with epilepsy

www-sciencedirect-com.ezpv7-web-p-u01.wpi.edu/science/article/pii/S1935861X20301200?via%3Dihub

Sep 7, 2025

Cell-type-specific responses to single-pulse electrical stimulation of the human brain

www-sciencedirect-com.ezpv7-web-p-u01.wpi.edu/science/article/pii/S1935861X25002682

Sep 7, 2025

Physiology, Resting Potential - StatPearls - NCBI Bookshelf

www.ncbi.nlm.nih.gov/books/NBK538338/

Aug 24, 2025

Arabidopsis ROOT PHOTOTROPISM2 Contributes to the Adaptation to High-Intensity Light in Phototropic Responses - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC4558708/

Aug 24, 2025

Engineering the phototropin photocycle improves photoreceptor performance and plant biomass production - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC6589663/

Aug 24, 2025

A Ratiometric Calcium Reporter CGf Reveals Calcium Dynamics Both in the Single Cell and Whole Plant Levels Under Heat Stress - PMC

pmc.ncbi.nlm.nih.gov/articles/PMC8718611/

Aug 24, 2025

Signs of the time: environmental input to the circadian clock

academic.oup.com/jxb/article/53/374/1535/590661?login=true

Aug 23, 2025