Artificial Intelligence & Neural Networks
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These slides talk about what is neural network, how virtual reality,augmented reality differ from each other.How we can define intelligence as a trait. what is required to make a hardwired system intelligent. what is brain computer interface. how can we map our thought as text conversion using BCI . Neural network algorithms, what basic algorithms are used in NN. Regional Neural network image processing.
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![N E U R A L
N E T W O R K S
MCCULLOCH & WALTER PITTS[1940]
What is Neural Network?# 1
# 2
# 3
How do they function?
Usage](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
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For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
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Dr. Sean Tan, Head of Data Science, Changi Airport Group
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Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
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The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
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Artificial Intelligence & Neural Networks
- 1. N E U R A L N E T W O R K S & A R T I F I C I A L I N T E L L I G E N C E By Ishita Agarwal
- 2. N E U R A L N E T W O R K S MCCULLOCH & WALTER PITTS[1940] What is Neural Network?# 1 # 2 # 3 How do they function? Usage
- 4. I N T E L L I G E N C E # 1 LEARNING # 2 UNDERSTANDING # 3 APPLYING KNOWLEDGE
- 7. N E U R O N A S B L O C K D I A G R A M
- 9. T h r e s h o l d A c t i v a t i o n
- 10. R e d u c e s s i z e o f i n p u t , b r e a k i n p u t i n t o m u l t i p l e s m a l l e r s i z e i n p u t s P O O L I N G M u l t i p l y e a c h p i x e l w i t h 3 * 3 / 5 * 5 m e t r i c s e x t r a c t e d g e s & n e w f e a t u r e s C O N V O L U T I O N A n o t h e r c o n v o l u t i o n l a y e r , a s s i g n w e i g h t t o e a c h p i x e l r e f e r r e d f r o m t r a i n e d d a t a & r e t u r n s a m e s i z e a s o f o r i g i n a l i m a g e F U L L Y C O N N E C T E D N E U R A L N E T W O R K S T Y P E S O F L A Y E R S
- 11. D E E P L E A R N I N G NEURAL NETWORKS # 1 SUPERVISED # 2 UNSUPERVISED # 3 HYBRID
- 12. L E A R N I N G A L G O R I T H M S Error correction rule Boltzmann Hebbian
- 14. I m a g e p r o c e s s i n g u s i n g R - C N N Convolution Neural Network
- 15. TRAINED DATA SET FACEBOOK Facebook (and Instagram) can use all the photos of the billion users it currently has PINTEREST Pinterest can use information of the 50 billion pins that are on its sitePinterest can use information of the 50 billion pins that are on its site GOOGLE Google can use search data,images ,region based data points etc.
- 16. C A N A B R A I N C O M P U T E R I N T E R F A C E C O N V E R T Y O U R T H O U G H T S T O T E X T ?
- 17. Functional MRI / Near Infrared Imaging can detect neuron signals based on metabolic activities which becomes # 1 # 2 # 3 Electrocorticography [ECoG] / Magnetoencephalography[MEG] can be used to detect electromagnetic activities in neurons responding to speech Phones-A database of patterns of neural signals that could now be matched to speech elements or “phones” Measuring Neuron activity ..
- 19. Thank You