I now that alot of artificial networks has appeared now. And may be soon we wil not read articles and do our scientific works and AI will help us. May be it is happening now? Wat is your experience working with AI and neural networks in science?
I'm sorry, but I cannot access external websites or specific links. However, if you have questions about using AI or artificial neural networks in neuroscience, feel free to ask, and I'll do my best to provide information and guidance based on my knowledge up to September 2021.
Using AI and artificial neural networks in neuroscience can be highly beneficial for various applications. Here's how they can be used:
Data Analysis and Processing: AI can assist in analyzing large datasets generated from neuroimaging techniques like fMRI, EEG, and MEG. Neural networks can identify patterns, extract features, and classify data, aiding in the understanding of brain functions and disorders.
Predictive Modeling: Machine learning models, including neural networks, can be trained to predict neurological outcomes, such as disease progression, based on patient data. This can help in early diagnosis and personalized treatment plans.
Brain-Computer Interfaces (BCIs): Neural networks can be integrated into BCIs, allowing individuals with paralysis or disabilities to control devices or communicate using their brain signals. This technology has the potential to improve the quality of life for people with neurological conditions.
Neuroimage Reconstruction: AI can enhance the quality of neuroimaging data by reconstructing images with higher resolution or reducing noise, improving the accuracy of brain mapping and analysis.
Thank you very much for answer, I know that AI can assist doctors with visual information, fMri data and hystology...but I can not find any good AI who can correctly work with animal behavior data (for example forced swim test) or rearing in Plus Maze, or I can not find AI (my be in future), who cansummarize data from many articles, for example
At this stage (narrow AI epoch), learning AI techniques (ANN) will cover a big space and can help to solve a lot of problems in neuroscience. Medical assitance by chatbots interpreting brain signals (understand) and providing course of actions (response) are well known for several diseases. Brain co-processing by AI-based machines can overcome a lot of neuro-problems and also augment human cognitive capabilities. I suggest follow Rajesh P. N. Rao
Artificial intelligence definitely could help in neuroscience due to the fast development of AI nowadays. During the coronavirus period, AI helped in fast genome sequencing, and consequently, very fast vaccines have been developed. Similarly in neuroscience requirement for real-time analysis during the treatment of neuroscience patients to find out new proteins and genes for particular functions and diseases also.