Compartmental neuron models

(ML 13.6) Graphical model for Bayesian linear regression

As an example, we write down the graphical model for Bayesian linear regression. We introduce the "plate notation", and the convention of shading random variables which are being conditioned on.

From playlist Machine Learning

Lecture 1C : Some simple models of neurons

Neural Networks for Machine Learning by Geoffrey Hinton [Coursera 2013] Lecture 1C : Some simple models of neurons

From playlist Neural Networks for Machine Learning by Professor Geoffrey Hinton [Complete]

Introducing the Numenta Platform for Intelligent Computing (NuPIC)

From OSCON 2013. This new open source library is based concepts first described in Jeff Hawkins' book On Intelligence and subsequently developed by Numenta Inc. NuPIC consists of a set of machine learning algorithms that accurately model layers of neurons in the neocortex. NuPIC's algorith

From playlist Open Source Convention (OSCON) 2013

Compartmental models in Epidemiology by Somdatta Sinha

Dynamics of Complex Systems - 2017 DATES: 10 May 2017 to 08 July 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore This Summer Program on Dynamics of Complex Systems is second in the series. The theme for the program this year is Mathematical Biology. Over the past decades, the focus o

From playlist Dynamics of Complex Systems - 2017

Nervous Tissue || Structure II 3D Animation Video

Nervous Tissue || Structure II 3D Animation Video Nervous tissue makes up the different parts of our nervous system. It allows us to receive stimuli and process the information. Learn more about this tissue and take a short quiz at the end. What Is Nervous Tissue? It is hard to imagine a

From playlist Biology

Science Bulletins: Miniature Human Brains Grow in a Lab

Cultivated from stem cells, lab-grown "mini-brains" structurally resemble human brains, with distinct layers and regions. While these models aren't perfect replicas of full-size human brains, they offer a new alternative to mouse models in the study of human neurodevelopment. Science Bull

From playlist Science Bulletins

10. Introduction to Neuroscience I

(April 21, 2010) Nathan Woodling and Anthony Chung-Ming Ng give a broad overview of the field of neuroscience and how it relates to human biology. They discuss the different lobes of the brain and the cells within as well as neuropharmacology and re-uptake. Stanford University http://www

From playlist Lecture Collection | Human Behavioral Biology

Neural networks [1.4] : Feedforward neural network - multilayer neural network

From playlist Neural networks class - Université de Sherbrooke

Local and global inhibition in models of memory - Tom Burns

Broadly, there are two types of neurons: excitatory and inhibitory. Inhibitory neurons are amazingly diverse compared with excitatory neurons. Why? Using a computational model with realistically-sized groups of excitatory neurons (representing memories) associated together in a network of

From playlist Neuro seminar

Graph Neural Networks, Session 1: Introduction to Graphs

Examples of Graph representation of data Motivation for doing machine learning on Graphs

From playlist Graph Neural Networks (Hands-on)

Degeneracy in hippocampal physiology & plasticity by Rishikesh Narayanan

Dynamics of Complex Systems - 2017 DATES: 10 May 2017 to 08 July 2017 VENUE: Madhava Lecture Hall, ICTS Bangalore This Summer Program on Dynamics of Complex Systems is second in the series. The theme for the program this year is Mathematical Biology. Over the past decades, the focus o

From playlist Dynamics of Complex Systems - 2017

Peter Baas (1) - Microtubule organization in neurons, neuron development and disease

PROGRAM:Axonal Transport and Neurodgenerative Disorders DATES:Sunday 13 Jan, 2013 - Saturday 26 Jan, 2013 VENUE:IIT Bombay and The Club Mahabaleshwar DESCRIPTION: Neurodegeneration, a broad symptom which arises out of several different dysfunctions, is prevalent in aging populations, and

From playlist Axonal Transport and Neurodgenerative Disorders

Seminar 1: Larry Abbott - Mind in the Fly Brain

MIT RES.9-003 Brains, Minds and Machines Summer Course, Summer 2015 View the complete course: https://ocw.mit.edu/RES-9-003SU15 Instructor: Larry Abbott Modeling neural processes in the mushroom bodies of the insect brain to understand how flies learn to recognize scents. Training flies w

From playlist MIT RES.9-003 Brains, Minds and Machines Summer Course, Summer 2015

What Happens To The Brain In Old Age? | The Brain Fitness Program | Spark

For years scientists believed that once the brain had gone through its critical period of childhood growth and learning, it had completed its development. The Brain Fitness Program dispels that contention by unveiling what over 50 international neuroscientists at the frontier of brain scie

From playlist What's On Your Mind?

Mapping The Brain | Digging Deeper

Should the United States spend billions to completely map the human brain? Will it ever be possible to build an artificial brain - and, if we do, what are the implications for the future? Join Ben and Matt as they talk about some interesting stuff that didn't make it into the Deceptive Bra

From playlist Stuff They Don't Want You To Know, New Episodes!

Building cells by Maithreyi Narasimha

Program ICTP - ICTS Winter School on Quantitative Systems Biology ORGANIZERS: Buzz Baum, Guillaume Salbreux, Stefano Di Talia and Vijaykumar Krishnamurthy DATE: 03 December 2019 to 20 December 2019 VENUE: Ramanujan Lecture Hall, ICTS Bangalore The development of an organism from a sin

From playlist Winter School on Quantitative Systems Biology: Quantitative Approaches in Ecosystem Ecology 2020

Lecture 0403 Model representation I

Machine Learning by Andrew Ng [Coursera] 04 Neural Networks Representation

From playlist Machine Learning by Professor Andrew Ng

COVID19 Epidemic Modeling: Compartmental Models

Anton Antonov, an applied mathematician, explores computationally the spread of an infectious virus using compartmental models. Notebook materials are available at: https://wolfr.am/L1PmYagj You can directly interact with Anton through Wolfram Community: https://wolfr.am/L1PmYagj

From playlist Coronavirus Datasets and Analysis in the Wolfram Language

Tissues, Part 1: Crash Course Anatomy & Physiology #2

In this episode of Crash Course Anatomy & Physiology, Hank gives you a brief history of histology and introduces you to the different types and functions of your body's tissues. Pssst... we made flashcards to help you review the content in this episode! Find them on the free Crash Course

From playlist Anatomy & Physiology

Neurotransmitters: Type, Structure, and Function

We know that neurotransmitters are signaling molecules that travel across the synaptic space to interact with receptors and propagate signals from one neuron to the next. But what are these molecules? What are their structures? How do they work? Let's get a closer look! Watch the whole Bi

From playlist Biopsychology