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DTSTART;VALUE=DATE:20240428
DTEND;VALUE=DATE:20240513
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UID:10000276-1714262400-1715558399@www.neuropac.info
SUMMARY:CapoCaccia 2024: Workshop toward Neuromorphic Intelligence
DESCRIPTION:Theme for 2024: “Do robots dream of evolving sheep?”\nDuring the last couple of years we have experienced groundbreaking advances in AI. Transformer architectures are revolutionizing the way we deal with today’s vast amount of available data\, and are having a massive impact in our society. Despite these advancements\, AI systems still fall short of replicating the most basic yet highly sophisticated capabilities inherent in biological organisms: the effortless ability to sense\, navigate and interact efficiently with our environment. \nIn this workshop we will center our discussions on exploring which bio-inspired principles could be incorporated into neuromorphic “brains” to successfully guide future robots in noisy and unpredictable environments. Towards the end of the workshop we will revolve around one of the most fundamental distinctions between biological organisms and current AI systems: that biological intelligence emerges in the absence of any external designer. Biological brains evolved sophisticated algorithms to build themselves into powerful computational devices. Will this be the key to the future of robotics?. \nThe mission of the CapoCaccia Workshops for Neuromorphic Intelligence is to understand the principles of biological intelligence and apply this knowledge in technologies\, for the good of all mankind.\nThe workshop features open and highly interactive discussion sessions in the morning; hands-on projects\, tutorials\, and hardware and software jamming sessions during the day; and free-form discussions in the evenings. \nThe workshop is open to everyone\, but since resources are limited\, we can accept only a limited number of registrations. Due to the limited number of hotel rooms\, Ph.D. students are expected to pair up and share rooms. All participants are encouraged to stay for the full two week period\, but can stay for less if necessary. \nParticipants are expected to use their own sources of funding to pay their travel\, accommodation\, and registration expenses. \n\n\n\nThe registration will be open from Jan 08 until Jan 31\, 2024.
URL:https://www.neuropac.info/event/capocaccia-2024-workshop-toward-neuromorphic-intelligence/
LOCATION:Alghero\, Sardinia\, Italy\, Alghero\, Sardinia\, Italy
CATEGORIES:Workshop
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DTSTART;VALUE=DATE:20230430
DTEND;VALUE=DATE:20230515
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CREATED:20230127T225007Z
LAST-MODIFIED:20230127T225007Z
UID:10000011-1682812800-1684108799@www.neuropac.info
SUMMARY:CapoCaccia Workshop 2023
DESCRIPTION:Workshop theme for 2023: “Lessons from machine learning and neuroscience for building efficient intelligent systems” \nIt is an exciting era of significant progress in the quest for implementing intelligence in artificial systems. This stems from major breakthroughs in our understanding of natural intelligence\, thanks to new tools for better data collection and analysis from the brain; in the development of machine learning algorithms for solving real-world problems; and in the availability of scalable computing substrates that are smaller\, denser\, faster and feature parallel processing capabilities. \nIn this workshop\, we combine all the above towards a more efficient and powerful implementation of intelligent systems. Specifically\, our objective is to pinpoint what current ideas from machine learning and neuroscience can lead to practical designs for implementing low-power and miniaturized neuromorphic intelligent systems. To do so\, in a setting that fosters brainstorming and cross-fertilization\, we stimulate exchange of ideas on topics in which biology\, modeling\, and engineering are dealt with simultaneously. These topics will range from fundamental principles such as learning\, memory and the neurobiology of time; to high-level functions such as navigation\, embodiment and active sensing. \nThe mission of the CapoCaccia Workshops for Neuromorphic Intelligence is to understand the principles of biological intelligence and apply this knowledge in technologies\, for the good of all mankind. \nThe workshop features open and highly interactive discussion sessions in the morning; hands-on projects\, tutorials\, and hardware and software jamming sessions during the day; and free-form discussions in the evenings. \nThe workshop is open to everyone\, but since resources are limited\, we can accept only a limited number of registrations. Due to the limited number of hotel rooms\, Ph.D. students are expected to pair up and share rooms. All participants are encouraged to stay for the full two week period\, but can stay for less if necessary
URL:https://www.neuropac.info/event/capocaccia-workshop-2023/
LOCATION:Alghero\, Sardinia\, Italy\, Alghero\, Sardinia\, Italy
CATEGORIES:Workshop
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