From Brain to AI/ML and Back
Artificial intelligence and machine learning (AI/ML) have been extremely successful in predicting, optimizing, and controlling the behavior of complex interacting systems. Robustness and explainability of existing AI/ML methods, however, remain big challenges, and clearly new approaches are needed. In this program, Ambuj K. Singh, Distinguished Professor of Computer Science at the UC, Santa Barbara, explains that the human brain motivated the early development of the field of deep learning, and neuroscientific concepts have contributed to the profound success of deep learning algorithms across many areas. The next leap in AI/ML may again come from a deeper understanding of modularity, robustness, and adaptability of brain architectures. Recorded on 07/10/2023. [11/2023] [Show ID: 39331]
Donate to UCTV to support informative & inspiring programming:
https://www.uctv.tv/donate
More from: GRIT Talks
(https://www.uctv.tv/grit)
Explore More Science & Technology on UCTV
(https://www.uctv.tv/science)
Science and technology continue to change our lives. University of California scientists are tackling the important questions like climate change, evolution, oceanography, neuroscience and the potential of stem cells.
UCTV is the broadcast and online media platform of the University of California, featuring programming from its ten campuses, three national labs and affiliated research institutions. UCTV explores a broad spectrum of subjects for a general audience, including science, health and medicine, public affairs, humanities, arts and music, business, education, and agriculture. Launched in January 2000, UCTV embraces the core missions of the University of California -- teaching, research, and public service – by providing quality, in-depth television far beyond the campus borders to inquisitive viewers around the world.
(https://www.uctv.tv)
Видео From Brain to AI/ML and Back канала University of California Television (UCTV)
Donate to UCTV to support informative & inspiring programming:
https://www.uctv.tv/donate
More from: GRIT Talks
(https://www.uctv.tv/grit)
Explore More Science & Technology on UCTV
(https://www.uctv.tv/science)
Science and technology continue to change our lives. University of California scientists are tackling the important questions like climate change, evolution, oceanography, neuroscience and the potential of stem cells.
UCTV is the broadcast and online media platform of the University of California, featuring programming from its ten campuses, three national labs and affiliated research institutions. UCTV explores a broad spectrum of subjects for a general audience, including science, health and medicine, public affairs, humanities, arts and music, business, education, and agriculture. Launched in January 2000, UCTV embraces the core missions of the University of California -- teaching, research, and public service – by providing quality, in-depth television far beyond the campus borders to inquisitive viewers around the world.
(https://www.uctv.tv)
Видео From Brain to AI/ML and Back канала University of California Television (UCTV)
Показать
Комментарии отсутствуют
Информация о видео
21 ноября 2023 г. 8:00:09
00:28:57
Другие видео канала
![Making Pluripotent Stem Cells](https://i.ytimg.com/vi/2zoLUmZyxLk/default.jpg)
![Celebrating Paper Theater](https://i.ytimg.com/vi/oxHYjizo1Xs/default.jpg)
![Deadwood: TV at the Pollock](https://i.ytimg.com/vi/Kg3h_O0yHM8/default.jpg)
![Don Hertzfeldt & World of Tomorrow - Script to Screen](https://i.ytimg.com/vi/kAnVHclZQLE/default.jpg)
![Is Food Addiction Just a Willpower Issue? No.](https://i.ytimg.com/vi/ORDFeQJDVwc/default.jpg)
![CARTA: Imagination: Lera Boroditsky - Building Complex Knowledge with Language and Imagination](https://i.ytimg.com/vi/71Hakkxnu-s/default.jpg)
![Recycling CO2](https://i.ytimg.com/vi/LIXbt-ops-E/default.jpg)
![Whiplash - Script to Screen](https://i.ytimg.com/vi/beWp2XCQDHQ/default.jpg)
![Recharged: Improving Freshwater Supply and Quality](https://i.ytimg.com/vi/7r74WHPwZTM/default.jpg)
![Rosie's Story: Treating Retinitis Pigmentosa](https://i.ytimg.com/vi/BjcnCD4kkBo/default.jpg)
![Breathing Matters](https://i.ytimg.com/vi/c8WYJ3QwIpQ/default.jpg)
![Get Out - Script to Screen](https://i.ytimg.com/vi/6lZpjhtbVRI/default.jpg)
![PSMA PET and Functional Imaging - 2021 Prostate Cancer Patient Conference](https://i.ytimg.com/vi/4NrrBi4krXo/default.jpg)
![How Much Sugar is Too Much?](https://i.ytimg.com/vi/7SQyj7Eigps/default.jpg)
![The Anatomy of Memory - On Our Mind](https://i.ytimg.com/vi/spTE65zX6Oo/default.jpg)
![Making Brain Organoids: A Primer](https://i.ytimg.com/vi/lwReDWWMU0E/default.jpg)
![Conversations with History: Shashi Tharoor](https://i.ytimg.com/vi/qYNQ3c5VeXI/default.jpg)
![The State of Human Resources - Career Insights](https://i.ytimg.com/vi/3wpd_KxzaiE/default.jpg)
![FANTASTIC STEM CELLS and Where to Find Them with Shiri Gur-Cohen](https://i.ytimg.com/vi/eFMfZvYvE9I/default.jpg)
![Dirt is Good with Rob Knight -- An Author Talk on The Library Channel](https://i.ytimg.com/vi/mlTFbuVvMU0/default.jpg)
![Emotional Intelligence 2.0](https://i.ytimg.com/vi/1mj9OjnpNvw/default.jpg)