Skip to content
Medical Health Aged Care, Science

Brain cells living on the edge

Cortical Labs 4 mins read

5 September 2023, Melbourne, Australia

DishBrain reveals how human neurons work together to process information

Living model of brain could give insights into the mechanisms of how we understand and experience the world

A paper published in Nature Communications shows that when neurons are given information  about the changing world around them (task-related sensory input) it changes how they behave, putting them on edge so that tiny inputs can then set off ‘avalanches’ of brain activity, supporting a theory known as the critical brain hypothesis.

The researchers, from Cortical Labs and The University of Melbourne, used DishBrain – a collection of 800,000 human neural cells learning to play Pong.

It is the strongest evidence to date in support of a controversial theory of how the human brain processes information.

According to the critical brain hypothesis, big complex behaviours are only made possible when neurons are so on edge that tiny inputs can set off “avalanches” of brain activity.

This fine balanced state is known as a “neural critical” state, and lies between two extremes – the runaway excitation seen in disorders such as epilepsy, and a coma state where signals stall.

“It not only shows the network reorganising into a near-critical state as it is fed structured information but that reaching that state also leads to better task performance,” says Dr Brett Kagan, Chief Scientific Officer of biotech start-up Cortical Labs, which created DishBrain.

“The results are astonishing, way beyond what we thought we would achieve.”

The research adds a vital piece to the puzzle of the critical brain hypothesis.

Until now, there has been little experimental evidence demonstrating whether criticality is a general feature of biological neuronal networks or whether it is related to informational load.

“Our results suggest that near-critical network behaviour emerges when the neural network is engaged in a task but not when left unstimulated,” says Dr Kagan.

However, Dr Kagan’s research shows that criticality alone is insufficient to drive learning by a neural network.

“Learning requires a feedback loop, where the network is given additional information about the consequences of an action,” says Dr Kagan.

The latest research underlines the potential for DishBrain to help unlock the secrets of the human brain and how it works, that is not possible with animal models.  

“Usually to study the brain, especially on the scale of neurons, researchers have to use animal models, but in doing so, there are lots of difficulties and one can only have a limited number of subjects,” says first author Dr Forough Habibollahi, a research fellow at Cortical Labs.

“So when I saw DishBrain's unique ability to answer different types of questions in a way nobody else could, I was super excited to start this project and join the team.”

Doctors also see great potential for the research to help discover treatments for crippling brain diseases.

“The DishBrain criticality project has been an amazing collaborative experience between Cortical Labs, Biomedical Engineering and Neurology,” says paper author Dr Chris French, leader of the Neural Dynamics Laboratory at the University of Melbourne’s Department of Medicine.

“The critical dynamics of the DishBrain neurons should provide key biomarkers for diagnosis and treatment of a range of neurological diseases from epilepsy to dementia,” he says.

By building a living model brain, scientists will be able to experiment using real brain function rather than flawed analogous models like a computer to not only explore brain function but to test how drugs affect it.

The research also has the potential to solve challenges facing brain-computer interfaces that could restore functions lost as a result of neural damage, says Professor Anthony Burkitt, an author on the paper and Chair of Bio Signals and Bio-Systems of the University of Melbourne’s Biomedical Engineering Department.

“A key feature of the next generation of neural prostheses and brain-computer interfaces that we currently researching involves utilising real-time closed loop strategies,” he says. “so the results of this study could have important implications for understanding how these control and stimulation strategies interact with the neural circuits in the brain.”

“This field of biological brain modelling is in its infancy but opens the way for a whole new area of science,” Dr Kagan says.

Contacts:

  • Niall Byrne, Australian media contact, +61 417 131 977 niall@scienceinpublic.com.au
  • Brett Kagan, Chief Scientific Officer, Cortical Labs, +61 434 688 983, Brett@corticallabs.com

Media kit with photos and videos at www.scienceinpublic.com.au/corticallabs.
The paper is available at https://doi.org/10.1038/s41467-023-41020-3.

Abstract

Critical dynamics arise during structured information presentation within embodied in vitro neuronal networks

Forough Habibollahi1,2,3, Brett J. Kagan2*, Anthony N. Burkitt1 and Chris French3

1Biomedical Engineering Department, University of Melbourne, Parkville, 3010, VIC, Australia.
2Cortical Labs Pty Ltd, Melbourne, 3056, VIC, Australia. 3Neural Dynamics Laboratory, Department of Medicine, University of Melbourne, Parkville, 3010, VIC, Australia.

*Corresponding author(s). E-mail(s): brett@corticallabs.com; Contributing authors: fhabibollahi@student.unimelb.edu.au; aburkitt@unimelb.edu.au; frenchc@unimelb.edu.au; These authors contributed equally to this work.

Understanding how brains process information is an incredibly difficult task. Amongst the metrics characterising information processing in the brain, observations of dynamic near-critical states have generated significant interest.

However, theoretical and experimental limitations associated with human and animal models have precluded a definite answer about when and why neural criticality arises with links from attention, to cognition, to consciousness.

To explore this topic, we used an in vitro neural network of cortical neurons that was trained to play a simplified game of ‘Pong’ to demonstrate Synthetic Biological Intelligence (SBI).

We demonstrate that critical dynamics emerge when neural networks receive task-related structured sensory input, reorganizing the system to a near-critical state. Additionally, better task performance correlated with proximity to critical dynamics. However, criticality alone is insufficient for a neuronal network to demonstrate learning in the absence of additional information regarding the con- sequences of previous actions. These findings offer compelling support that neural criticality arises as a base feature of incoming structured information processing without the need for higher order cognition.

Media

More from this category

  • Medical Health Aged Care
  • 06/11/2024
  • 13:41
Australian College of Nursing

ACN Transcript – Scope of Practice Review – ACN National Director Professional Practice Karen Grace

MEDIA TRANSCRIPT 6 November 2024 ACN National Director Professional Practice Karen GraceScope of Practice Review - 2CC Canberra Breakfast STEPHEN CENATIEMPO: This week, the final report of what's called the Unleashing the Potential of Our Health Workforce - Scope of Practice Review was released by the Health Minister Mark Butler, and look, it seems to be mixed reviews to it. The Australian College of General Practitioners say that some of the recommendations could make it harder to get people into a GP office, while the Australian College of Nursing has welcomed the findings and recommendations of this report. Karen Grace…

  • Medical Health Aged Care
  • 06/11/2024
  • 09:32
Australian Nursing and Midwifery Federation (ANMF).

Nurses and midwives helping deliver new models of healthcare

The recommendations of the ‘Unleashing the Potential of our Health Workforce’ Scope of Practice Review’ Final Report (‘Report’), allowing highly-trained nurses, midwives and allied health professionals to best utilise their skills, education and extensive experience, provides an important new framework for the delivery of integrated, quality healthcare services across the community, according to the Australian Nursing and Midwifery Federation (ANMF). The ANMF welcomed several of the key reforms for the health workforce, including allowing NPs, remote area nurses and endorsed midwives, to make direct referrals for a wider range of procedures and services with MBS rebates, without the need for…

  • Indigenous, Medical Health Aged Care
  • 06/11/2024
  • 08:32
Monash University

How a discovery in the Merri Creek may save us from superbugs

A survey of a waterway on Wurundjeri land has led to the discovery of new viruses that kill the superbug Klebsiella. With estimates that…

  • Contains:

Media Outreach made fast, easy, simple.

Feature your press release on Medianet's News Hub every time you distribute with Medianet. Pay per release or save with a subscription.