Deep Learning With Simulated Cryo

Media Summary: This talk highlights how realistic synthetic tomograms can be built in layers, including carbon, membranes, microtubules, ... Dr. Laurène Donati explains CryoGAN, a recent Sponsor note: I am extremely happy to announce my first commercial, service-oriented sponsor: I've been ...

Deep Learning With Simulated Cryo - Detailed Analysis & Overview

This talk highlights how realistic synthetic tomograms can be built in layers, including carbon, membranes, microtubules, ... Dr. Laurène Donati explains CryoGAN, a recent Sponsor note: I am extremely happy to announce my first commercial, service-oriented sponsor: I've been ... This lecture focuses on CryoDRGN and its extensions for heterogeneous reconstruction, ab initio reconstruction, subtomogram ... This video presents exciting applications of Heavily inspired by Denis Dmitriev's work: Music by Roman Senyk Music (The ...

Recorded 14 November 2022. Steven Ludtke of Baylor College of Medicine presents "Contextual Conformational Variability in ... Detecting Protein Secondary Structures from 3D Cryo-EM Image using Deep Learning Visual and intuitive overview of the Gradient Descent algorithm. This simple algorithm is the backbone of most Presented by Alberto Bartesaghi, Associate Professor of Computer Science, Duke University with host Maciej Mazurowski, Ph.D.; ...

Photo Gallery

Deep learning with simulated cryo-ET data– Matt Swulius at the 6th LBMS Annual Cryo-EM Course

CryoGAN: Deep learning for protein 3D structures (ft. Laurène Donati)

Neural Network 3D Simulation

Can machine learning enable 100-plex cryo-EM structure determination? (Ellen Zhong, Ep #5)

New methods in cryoDRGN: cryoDRGN-ET and cryoDRGN-AI – Ellen Zhong at the 6th LBMS Cryo-EM Course

Isotropic Reconstruction for cryo-ET using isoNet– Yuntao Liu at the 5th LBMS Annual Cryo-EM Course

Backpropagation, intuitively | Deep Learning Chapter 3

Deep Learning Cars

Visualization of a fully connected neural network, version 1

Steven Ludtke - Contextual Conformational Variability in CryoEM and CryoET using Deep Learning

Detecting Protein Secondary Structures from 3D Cryo-EM Image using Deep Learning

Gradient Descent in 3 minutes

View Detailed Profile

Deep learning with simulated cryo-ET data– Matt Swulius at the 6th LBMS Annual Cryo-EM Course

Deep learning with simulated cryo-ET data– Matt Swulius at the 6th LBMS Annual Cryo-EM Course

This talk highlights how realistic synthetic tomograms can be built in layers, including carbon, membranes, microtubules, ...

CryoGAN: Deep learning for protein 3D structures (ft. Laurène Donati)

CryoGAN: Deep learning for protein 3D structures (ft. Laurène Donati)

Dr. Laurène Donati explains CryoGAN, a recent

Neural Network 3D Simulation

Neural Network 3D Simulation

Artificial

Can machine learning enable 100-plex cryo-EM structure determination? (Ellen Zhong, Ep #5)

Can machine learning enable 100-plex cryo-EM structure determination? (Ellen Zhong, Ep #5)

Sponsor note: I am extremely happy to announce my first commercial, service-oriented sponsor: https://rush.cloud/. I've been ...

New methods in cryoDRGN: cryoDRGN-ET and cryoDRGN-AI – Ellen Zhong at the 6th LBMS Cryo-EM Course

New methods in cryoDRGN: cryoDRGN-ET and cryoDRGN-AI – Ellen Zhong at the 6th LBMS Cryo-EM Course

This lecture focuses on CryoDRGN and its extensions for heterogeneous reconstruction, ab initio reconstruction, subtomogram ...

Isotropic Reconstruction for cryo-ET using isoNet– Yuntao Liu at the 5th LBMS Annual Cryo-EM Course

Isotropic Reconstruction for cryo-ET using isoNet– Yuntao Liu at the 5th LBMS Annual Cryo-EM Course

This video presents exciting applications of

Backpropagation, intuitively | Deep Learning Chapter 3

Backpropagation, intuitively | Deep Learning Chapter 3

What's actually happening to a

Deep Learning Cars

Deep Learning Cars

A small 2D

Visualization of a fully connected neural network, version 1

Visualization of a fully connected neural network, version 1

Heavily inspired by Denis Dmitriev's work: https://www.youtube.com/watch?v=3JQ3hYko51Y Music by Roman Senyk Music (The ...

Steven Ludtke - Contextual Conformational Variability in CryoEM and CryoET using Deep Learning

Steven Ludtke - Contextual Conformational Variability in CryoEM and CryoET using Deep Learning

Recorded 14 November 2022. Steven Ludtke of Baylor College of Medicine presents "Contextual Conformational Variability in ...

Detecting Protein Secondary Structures from 3D Cryo-EM Image using Deep Learning

Detecting Protein Secondary Structures from 3D Cryo-EM Image using Deep Learning

Detecting Protein Secondary Structures from 3D Cryo-EM Image using Deep Learning

Gradient Descent in 3 minutes

Gradient Descent in 3 minutes

Visual and intuitive overview of the Gradient Descent algorithm. This simple algorithm is the backbone of most

Entering the Era of AI-driven Cryo-EM with SmartScope Confirmation

Entering the Era of AI-driven Cryo-EM with SmartScope Confirmation

Presented by Alberto Bartesaghi, Associate Professor of Computer Science, Duke University with host Maciej Mazurowski, Ph.D.; ...