Neuroinformatics as a megascience issue
@article{Beltrame1999NeuroinformaticsAA, title={Neuroinformatics as a megascience issue}, author={Francesco Beltrame and Stephen H. Koslow}, journal={IEEE Transactions on Information Technology in Biomedicine}, year={1999}, volume={3}, pages={239-240} }
The greatest increment in acquired knowledge about the brain has occurred in the last two decades, aided by technological advances in molecular biology, molecular genetics, brain imaging, and other new technologies brought about through the computer revolution. The amount of information being generated is increasing in an exponential fashion due to these and ether approaches used by the estimated 50000 neuroscientists working around the globe. These individual investigators working in small…
24 Citations
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The fMRI Data Center (fMRIDC), a high-performance computing center managed by computer and brain scientists, seeks to catalogue and openly disseminate the data from published fMRI studies to the community, which enables experimental validation and allows researchers to combine and examine patterns of brain activity beyond that of any single study.
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The progress of craniofacial imaging will continue subject to limitations imposed by the underlying technologies, especially imaging informatics, and Disruptive technologies will play a major role in the evolution of this field.
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- Psychology, Computer Science2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)
- 2019
A novel neural circuit theory for analytic neurology and formal neuroinformatics is presented, which explains the formation of temporal thinking threads, permanent memory, and knowledge representations in the brain and their interfaces to machines and neurocomputing systems.
References
1] Consensus Report of the OCED Megascience Forum Working Group on Biological Informatics—Subgroup on Neuroinformatics
- 1] Consensus Report of the OCED Megascience Forum Working Group on Biological Informatics—Subgroup on Neuroinformatics
- 1998