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AI

Harvard and Google Develop the Most Comprehensive Brain Map Utilizing AI Technology

Photo credit: www.gadgets360.com

A collaborative initiative between Harvard University and Google has yielded a remarkable achievement: the most intricate map of human brain connections created to date. This endeavor centers on a cubic millimeter of cerebral cortex that was obtained from a patient during epilepsy surgery in 2014. For over ten years, an interdisciplinary team of biologists and experts in machine learning delved into this small tissue sample, which houses approximately 57,000 cells and an astounding 150 million synapses. This work represents a monumental leap in brain science, granting an unprecedented understanding of the brain’s intricate circuitry.

Innovative Mapping Approaches

The project commenced with the application of heavy metals to stain the brain tissue, allowing lipid membranes in the cells to become detectable under an electron microscope. The stained tissue was then embedded in resin, followed by slicing it into extremely thin sections, each measuring merely 34 nanometers in thickness. This sophisticated method effectively transformed a complex three-dimensional task into a more manageable two-dimensional one, culminating in an immense dataset totaling 1.4 petabytes. To reconstruct these two-dimensional slices into a cohesive three-dimensional model, the researchers employed machine-learning algorithms that were created in collaboration with Google. This intricate process included aligning the images and autonomously segmenting various cell types, although manual intervention was necessary to ensure precision in segmentation.

Revealed Insights and Ongoing Challenges

The generated map has unveiled a trove of details regarding the architecture of brain cells. It has identified specific neurons equipped with more than 50 synapses, a finding previously missed that may be vital for comprehending how cortical processing occurs. Nevertheless, the project grapples with challenges, including the daunting task of manually verifying the extensive data to address segmentation inaccuracies. Certain cells, like ambiguous egg-shaped formations and intertwined structures, pose questions that remain unresolved. Such anomalies could pave the way for new discoveries but will require further research to unlock their secrets.

Prospects for Future Exploration

Now that the brain map is publicly available, it opens the door to new research possibilities. It holds the potential to deepen our understanding of mental health conditions, such as schizophrenia, and might even contribute to advancements in artificial intelligence by emulating brain functions. Anticipated future endeavors involve extending this research to encompass entire mouse brains and other regions of the human brain, which could catalyze further progress in neuroscience and related disciplines.

Source
www.gadgets360.com

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