Brains, Data, and Machine Intelligence (2014 04 14 London Meetup)Numenta
Jeff will discuss the Brains, Data, Machine Intelligence, Cortical Learning Algorithm he developed and the Numenta Platform for Intelligent Computing (NuPIC).
Why Neurons have thousands of synapses? A model of sequence memory in the brainNumenta
Presentation given by Yuwei Cui, Numenta Research Engineer at Beijing Normal University. December 2015.
Collaborators: Jeff Hawkins, Subutai Ahmad, Chetan Surpur
Evaluating Real-Time Anomaly Detection: The Numenta Anomaly BenchmarkNumenta
Subutai Ahmad, VP Research presenting NAB and discussing the need for evaluating real-time anomaly detection algorithms. This presentation was delivered at MLConf (Machine Learning Conference) in San Francisco 2015.
Presented at CYTO 2014 in Ft. Lauderdale, FL, USA May 19, 2014. Focused on methods used to enhance exposure of shared resource laboratories (or core facilities) by means of increased participation in social media activities.
Interested in delivering webinars, but don't know where to start? This PowerPoint is from a one hour TechSoup webinar by program manager Kyla Hunt and independent library consultant, author, and trainer Stephanie Gerding on the basics of providing effective webinars.
Discover:
How is online training different from ace-to-face or in-person training?
What planning is involved in designing and delivering a webinar?
How do you encourage audience participation and interaction?
What are the differences between webinar platforms?
Archive available at: http://techsoupforlibraries.org/events/training-an-invisible-audience-delivering-effective-webinars
CitSci Association Conference 2017 - Hack Days & ThinkCamps for Citizen ScienceMargaret Gold
Many modern day citizen science projects are powered by mobile and web technologies, which enable ordinary citizens around the globe to take part in science research, and open up many fields of science to the participation of volunteers for the first time.
These same underlying technologies also provide a unique opportunity for the co-creation of new tools, and the creative application of existing citizen science platforms.
One way to harness this is through 'creative collaboration' events such as Hack Days, Code Sprints and ThinkCamps. Ever since the Hackathon and Hack Day event formats were first invented in the early 2000's the number and range of these 'un-conference' events have continued to grow in popularity as a creative outlet for developers and 'makers', and a way to enhance software & platform development while engaging with a wider community of participants externally.
These events have long since expanded beyond their initial software developer orientation and for the past decade have alsobeen applied to an increasingly wide range of subjects -such as Science.
In this talk I will outline the unique properties of a range of creative collaboration event formats and describe how can they be used as a tool to achieve outcomes such as increased engagement and innovation.
I will also share lessons learned in running the first Citizen Science Hack Days at the London Citizen Cyberscience Summits and ECSA2016, and make recommendations for future event organisers, Citizen Science project owners, and policy makers.
Brains, Data, and Machine Intelligence (2014 04 14 London Meetup)Numenta
Jeff will discuss the Brains, Data, Machine Intelligence, Cortical Learning Algorithm he developed and the Numenta Platform for Intelligent Computing (NuPIC).
Why Neurons have thousands of synapses? A model of sequence memory in the brainNumenta
Presentation given by Yuwei Cui, Numenta Research Engineer at Beijing Normal University. December 2015.
Collaborators: Jeff Hawkins, Subutai Ahmad, Chetan Surpur
Evaluating Real-Time Anomaly Detection: The Numenta Anomaly BenchmarkNumenta
Subutai Ahmad, VP Research presenting NAB and discussing the need for evaluating real-time anomaly detection algorithms. This presentation was delivered at MLConf (Machine Learning Conference) in San Francisco 2015.
Presented at CYTO 2014 in Ft. Lauderdale, FL, USA May 19, 2014. Focused on methods used to enhance exposure of shared resource laboratories (or core facilities) by means of increased participation in social media activities.
Interested in delivering webinars, but don't know where to start? This PowerPoint is from a one hour TechSoup webinar by program manager Kyla Hunt and independent library consultant, author, and trainer Stephanie Gerding on the basics of providing effective webinars.
Discover:
How is online training different from ace-to-face or in-person training?
What planning is involved in designing and delivering a webinar?
How do you encourage audience participation and interaction?
What are the differences between webinar platforms?
Archive available at: http://techsoupforlibraries.org/events/training-an-invisible-audience-delivering-effective-webinars
CitSci Association Conference 2017 - Hack Days & ThinkCamps for Citizen ScienceMargaret Gold
Many modern day citizen science projects are powered by mobile and web technologies, which enable ordinary citizens around the globe to take part in science research, and open up many fields of science to the participation of volunteers for the first time.
These same underlying technologies also provide a unique opportunity for the co-creation of new tools, and the creative application of existing citizen science platforms.
One way to harness this is through 'creative collaboration' events such as Hack Days, Code Sprints and ThinkCamps. Ever since the Hackathon and Hack Day event formats were first invented in the early 2000's the number and range of these 'un-conference' events have continued to grow in popularity as a creative outlet for developers and 'makers', and a way to enhance software & platform development while engaging with a wider community of participants externally.
These events have long since expanded beyond their initial software developer orientation and for the past decade have alsobeen applied to an increasingly wide range of subjects -such as Science.
In this talk I will outline the unique properties of a range of creative collaboration event formats and describe how can they be used as a tool to achieve outcomes such as increased engagement and innovation.
I will also share lessons learned in running the first Citizen Science Hack Days at the London Citizen Cyberscience Summits and ECSA2016, and make recommendations for future event organisers, Citizen Science project owners, and policy makers.
Matriux is the first full-fledged Debian-based security distribution designed for penetration testing and forensic investigations. Although it is primarily designed for security enthusiasts and professionals, it can also be used by any Linux user as a desktop system for day-to-day computing. Besides standard Debian software the Matriux Arsenal contains a huge collection of more than 350 most powerful and versatile security and penetration testing tools with around 20-50 more tools being added every release cycle of 6 months. Matriux comes with a custom-built Linux kernel to provide better performance and higher support for hardware to work even with a Pentium IV and 512 MB RAM comfortably.
Matriux was first released in 2009 under code name “lithium” and then followed by versions like “xenon” based on Ubuntu. Matriux “Krypton” then followed in 2011 where we moved our system to Debian. Other versions followed for Matriux “Krypton” with v1.2 and then Ec-Centric in 2012. This year we are working releasing Matriux “Leandros” which is currently in beta testing and a major revamp over the existing system.
Matriux arsenal is divided into sections with a broader classification of tools for Reconnaissance, Scanning, Attack Tools, Frameworks, Radio (Wireless), Digital Forensics, Debuggers, Tracers, Fuzzers and other miscellaneous tool providing a wider approach over the steps followed for a complete penetration testing and forensic scenario. Although there are were many questions raised regarding why there is a need for another security distribution while there is already one. We believed and followed the free spirit of Linux in making one. We always tried to stay updated with the tool and hardware support and so include the latest tools and compile a custom kernel to stay abreast with the latest technologies in the field of information security.
Matriux is also designed to run from a Live environment like a CD/ DVD or USB stick which can be helpful in computer forensics and data recovery for forensic analysis, investigations and retrievals not only from Physical Hard drives but also from Solid state drives and NAND flashes used in smart phones like Android and iPhone. With Matriux we also support and work with the projects and tools that have been discontinued over time and also keep track with the latest tools and applications that have been developed and presented in the recent conferences.
Talk for the startup of the official local Python Community, "Python Bari".
The talk is composed of three sections:
- Python meetup format
- Python history, today, and the future
- Useful best practices and resources
EGC Presentation at NMC 2010 SymposiumBrett Bixler
Penn State is taking a serious look at the educational possibilities of games, virtual worlds, and simulations. This session presented the trials and tribulations of building the Educational Gaming Commons (EGC) at Penn State, from the initial need expressed by faculty to the construction of a state-of-the-art research lab.
Now in its second year, the EGC is building “open” games for faculty, sponsoring research in virtual worlds, and assisting
departments in simulation construction. How did we do it? Examples of current work,
infrastructure of the EGC and EGC Lab, ongoing initiatives, and future directions were shared.
Brett Bixler, Pennsylvania State University
Brains@Bay Meetup: A Primer on Neuromodulatory Systems - Srikanth RamaswamyNumenta
Meetup page: https://www.meetup.com/Brains-Bay/events/284481247/
Neuromodulators are signalling chemicals in the brain, which control the emergence of adaptive learning and behaviour. Neuromodulators including dopamine, acetylcholine, serotonin and noradrenaline operate on a spectrum of spatio-temporal scales in tandem and opposition to reconfigure functions of biological neural networks and to regulate global cognition and state transition. Although neuromodulators are important in shaping cognition, their phenomenology is yet to be fully realized in deep neural networks (DNNs). In this talk, we will give an overview of the biological organizing principles of neuromodulators in adaptive cognition and highlight the competition and cooperation across neuromodulators.
Brains@Bay Meetup: How to Evolve Your Own Lab Rat - Thomas MiconiNumenta
Meetup page: https://www.meetup.com/Brains-Bay/events/284481247/
A hallmark of intelligence is the ability to learn new flexible, cognitive behaviors - that is, behaviors that require discovering, storing and exploiting novel information for each new instance of the task. In meta-learning, agents are trained with external algorithms to learn one specific cognitive task. However, animals are able to pick up such cognitive tasks automatically, as a result of their evolved neural architecture and synaptic plasticity mechanisms, including neuromodulation. Here we evolve neural networks, endowed with plastic connections and reward-based neuromodulation, over a sizable set of simple meta-learning tasks based on a framework from computational neuroscience. The resulting evolved networks can automatically acquire a novel simple cognitive task, never seen during evolution, through the spontaneous operation of their evolved neural organization and plasticity system. We suggest that attending to the multiplicity of loops involved in natural learning may provide useful insight into the emergence of intelligent behavior.
Brains@Bay Meetup: The Increasing Role of Sensorimotor Experience in Artifici...Numenta
We receive information about the world through our sensors and influence the world through our effectors. Such low-level data has gradually come to play a greater role in AI during its 70-year history. I see this as occurring in four steps, two of which are mostly past and two of which are in progress or yet to come. The first step was to view AI as the design of agents which interact with the world and thereby have sensorimotor experience; this viewpoint became prominent in the 1980s and 1990s. The second step was to view the goal of intelligence in terms of experience, as in the reward signal of optimal control and reinforcement learning. The reward formulation of goals is now widely used but rarely loved. Many would prefer to express goals in non-experiential terms, such as reaching a destination or benefiting humanity, but settle for reward because, as an experiential signal, reward is directly available to the agent without human assistance or interpretation. This is the pattern that we see in all four steps. Initially a non-experiential approach seems more intuitive, is preferred and tried, but ultimately proves a limitation on scaling; the experiential approach is more suited to learning and scaling with computational resources. The third step in the increasing role of experience in AI concerns the agent’s representation of the world’s state. Classically, the state of the world is represented in objective terms external to the agent, such as “the grass is wet” and “the car is ten meters in front of me”, or with probability distributions over world states such as in POMDPs and other Bayesian approaches. Alternatively, the state of the world can be represented experientially in terms of summaries of past experience (e.g., the last four Atari video frames input to DQN) or predictions of future experience (e.g., successor representations). The fourth step is potentially the biggest: world knowledge. Classically, world knowledge has always been expressed in terms far from experience, and this has limited its ability to be learned and maintained. Today we are seeing more calls for knowledge to be predictive and grounded in experience. After reviewing the history and prospects of the four steps, I propose a minimal architecture for an intelligent agent that is entirely grounded in experience.
Brains@Bay Meetup: Open-ended Skill Acquisition in Humans and Machines: An Ev...Numenta
In this talk, I will propose a conceptual framework sketching a path toward open-ended skill acquisition through the coupling of environmental, morphological, sensorimotor, cognitive, developmental, social, cultural and evolutionary mechanisms. I will illustrate parts of this framework through computational experiments highlighting the key role of intrinsically motivated exploration in the generation of behavioral regularity and diversity. Firstly, I will show how some forms of language can self-organize out of generic exploration mechanisms without any functional pressure to communicate. Secondly, we will see how language — once invented — can be recruited as a cognitive tool that enables compositional imagination and bootstraps open-ended cultural innovation.
For more:
Brains@Bay Meetup: The Effect of Sensorimotor Learning on the Learned Represe...Numenta
Most current deep neural networks learn from a static data set without active interaction with the world. We take a look at how learning through a closed loop between action and perception affects the representations learned in a DNN. We demonstrate how these representations are significantly different from DNNs that learn supervised or unsupervised from a static dataset without interaction. These representations are much sparser and encode meaningful content in an efficient way. Even an agent who learned without any external supervision, purely through curious interaction with the world, acquires encodings of the high dimensional visual input that enable the agent to recognize objects using only a handful of labeled examples. Our results highlight the capabilities that emerge from letting DNNs learn more similar to biological brains, though sensorimotor interaction with the world.
For more:
SBMT 2021: Can Neuroscience Insights Transform AI? - Lawrence SpracklenNumenta
Numenta's Director of ML Architecture Lawrence Spracklen presented a talk at the SBMT Annual Congress on July 10th, 2021. He talked about how neuroscience principles can inspire better machine learning algorithms.
FPGA Conference 2021: Breaking the TOPS ceiling with sparse neural networks -...Numenta
Nick Ni (Xilinx) and Lawrence Spracklen (Numenta) presented a talk at the FGPA Conference Europe on July 8th, 2021. In this talk, they presented a neuroscience approach to optimize state-of-the-art deep learning networks into sparse topology and how it can unlock significant performance gains on FPGAs without major loss of accuracy. They then walked through the FPGA implementation where they exploited the advantage of sparse networks with a unique Domain Specific Architecture (DSA).
BAAI Conference 2021: The Thousand Brains Theory - A Roadmap for Creating Mac...Numenta
Jeff Hawkins presented a talk on "The Thousand Brains Theory: A Roadmap to Machine Intelligence" at the Beijing Academy of Artificial Intelligence Conference on 1st June 2021. In this talk, he discussed the key components of The Thousand Brains Theory and Numenta's recent work.
Jeff Hawkins NAISys 2020: How the Brain Uses Reference Frames, Why AI Needs t...Numenta
Jeff Hawkins presents a talk on "How the Brain Uses Reference Frames to Model the World, Why AI Needs to do the Same." In this talk, he gives an overview of The Thousand Brains Theory and discusses how machine intelligence can benefit from working on the same principles as the neocortex.
This talk was first presented at the NAISys conference on November 10, 2020. You can find a re-recording of the talk here: https://youtu.be/mGSG7I9VKDU
OpenAI’s GPT 3 Language Model - guest Steve OmohundroNumenta
In this research meeting, guest Stephen Omohundro gave a fascinating talk on GPT-3, the new massive OpenAI Natural Language Processing model. He reviewed the network architecture, training process, and results in the context of past work. There was extensive discussion on the implications for NLP and for Machine Intelligence / AGI.
Link to GPT-3 paper: https://arxiv.org/abs/2005.14165
Link to YouTube recording of Steve's talk: https://youtu.be/0ZVOmBp29E0
CVPR 2020 Workshop: Sparsity in the neocortex, and its implications for conti...Numenta
Numenta VP Research Subutai Ahmad presents a talk on "Sparsity in the Neocortex and its Implications for Continual Learning" at the virtual CVPR 2020 workshop. In this talk, he discusses how continuous learning systems can benefit from sparsity, active dendrites and other neocortical mechanisms.
The Thousand Brains Theory: A Framework for Understanding the Neocortex and B...Numenta
Recent advances in reverse engineering the neocortex reveal that it is a highly-distributed sensory-motor modeling system. Each cortical column learns complete models of observed objects through movement and sensation. The columns use long-range connections to vote on what objects are currently being observed. In this talk, we introduce the key elements of this theory and describe how these elements can be introduced into current machine learning techniques to improve their capabilities, robustness, and power requirements.
Jeff Hawkins Human Brain Project Summit Keynote: "Location, Location, Locatio...Numenta
Jeff Hawkins delivered this keynote presentation at the 2018 Human Brain Project Summit Open Day in Maastricht, the Netherlands on October 15, 2018. A screencast recording of the slides is also available at: https://numenta.com/resources/videos/jeff-hawkins-human-brain-project-screencast/
Location, Location, Location - A Framework for Intelligence and Cortical Comp...Numenta
Jeff Hawkins gave this presentation as part of the Johns Hopkins APL Colloquium Series on Septemer 21, 2018.
View the video of the talk here: https://numenta.com/resources/videos/jeff-hawkins-johns-hopkins-apl-talk/
Have We Missed Half of What the Neocortex Does? A New Predictive Framework ...Numenta
Numenta VP of Research Subutai Ahmad delivered this presentation at the Centre for Theoretical Neuroscience, University of Waterloo on October 2, 2018.
The Biological Path Toward Strong AI by Matt Taylor (05/17/18)Numenta
These are Matt Taylor's slides from the AI Singapore Meetup on May 17, 2018.
Abstract:
Today’s wave of AI technology is still being driven by the ANN neuron pioneered decades ago. Hierarchical Temporal Memory (HTM) is a realistic biologically-constrained model of the pyramidal neuron reflecting today’s most recent neocortical research. This talk will describe and visualize core HTM concepts like sparse distributed representations, spatial pooling and temporal memory. Strong AI is a common goal of many computer scientists. So far, machine learning techniques have created amazing results in narrow fields, but haven’t produced something we could all call “intelligent”. Given recent advances in neuroscience research, we know a lot more about how neurons work together now than we did when ANNs were created. We believe systems with a more realistic neuronal model will be more likely to produce Strong AI. Hierarchical Temporal Memory is a theory of intelligence based upon neuroscience research. The neocortex is the seat of intelligence in the brain, and it is structurally homogeneous throughout. This means a common algorithm is processing all your sensory input, no matter which sense. We believe we have discovered some of the foundational algorithms of the neocortex, and we’ve implemented them in software. I’ll show you how they work with detailed dynamic visualizations of Sparse Distributed Representations, Spatial Pooling, and Temporal Memory.
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Navigating the Metaverse: A Journey into Virtual Evolution"Donna Lenk
Join us for an exploration of the Metaverse's evolution, where innovation meets imagination. Discover new dimensions of virtual events, engage with thought-provoking discussions, and witness the transformative power of digital realms."
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
In the ever-evolving landscape of technology, enterprise software development is undergoing a significant transformation. Traditional coding methods are being challenged by innovative no-code solutions, which promise to streamline and democratize the software development process.
This shift is particularly impactful for enterprises, which require robust, scalable, and efficient software to manage their operations. In this article, we will explore the various facets of enterprise software development with no-code solutions, examining their benefits, challenges, and the future potential they hold.
Graspan: A Big Data System for Big Code AnalysisAftab Hussain
We built a disk-based parallel graph system, Graspan, that uses a novel edge-pair centric computation model to compute dynamic transitive closures on very large program graphs.
We implement context-sensitive pointer/alias and dataflow analyses on Graspan. An evaluation of these analyses on large codebases such as Linux shows that their Graspan implementations scale to millions of lines of code and are much simpler than their original implementations.
These analyses were used to augment the existing checkers; these augmented checkers found 132 new NULL pointer bugs and 1308 unnecessary NULL tests in Linux 4.4.0-rc5, PostgreSQL 8.3.9, and Apache httpd 2.2.18.
- Accepted in ASPLOS ‘17, Xi’an, China.
- Featured in the tutorial, Systemized Program Analyses: A Big Data Perspective on Static Analysis Scalability, ASPLOS ‘17.
- Invited for presentation at SoCal PLS ‘16.
- Invited for poster presentation at PLDI SRC ‘16.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Understanding Nidhi Software Pricing: A Quick Guide 🌟
Choosing the right software is vital for Nidhi companies to streamline operations. Our latest presentation covers Nidhi software pricing, key factors, costs, and negotiation tips.
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Key factors influencing Nidhi software price
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Affordable and customizable pricing options with Vector Nidhi Software
🔗 Learn more at: www.vectornidhisoftware.com/software-for-nidhi-company/
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Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
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Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
Zoom is a comprehensive platform designed to connect individuals and teams efficiently. With its user-friendly interface and powerful features, Zoom has become a go-to solution for virtual communication and collaboration. It offers a range of tools, including virtual meetings, team chat, VoIP phone systems, online whiteboards, and AI companions, to streamline workflows and enhance productivity.
AI Genie Review: World’s First Open AI WordPress Website CreatorGoogle
AI Genie Review: World’s First Open AI WordPress Website Creator
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https://sumonreview.com/ai-genie-review
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See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
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Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Introducing Crescat - Event Management Software for Venues, Festivals and Eve...Crescat
Crescat is industry-trusted event management software, built by event professionals for event professionals. Founded in 2017, we have three key products tailored for the live event industry.
Crescat Event for concert promoters and event agencies. Crescat Venue for music venues, conference centers, wedding venues, concert halls and more. And Crescat Festival for festivals, conferences and complex events.
With a wide range of popular features such as event scheduling, shift management, volunteer and crew coordination, artist booking and much more, Crescat is designed for customisation and ease-of-use.
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Atelier - Innover avec l’IA Générative et les graphes de connaissancesNeo4j
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
2. Recordings, Videos, Pictures
• Sessions and demos are being recorded
• No live streaming this time
• You might be caught on tape!
• Please take photos and videos if you wish
(#NupicHack)
• Testimonials?
3. Hackathon Staffers
Engineers
• Jeff Hawkins
• Subutai Ahmad
• Scott Purdy
• Matt Taylor
• Austin Marshall
• Chetan Surpur
Support
• Teri Fry
• Taylor Wirfs
• Trinity Taylor
• Kyle Quackenbush
7. Hackathon Resources
• numenta.org/hack/
• Code of Conduct
• Hack registration
• Schedule
• Announcements
• Live Stream
8. Today’s
Schedule
• 10:00 Kickoff
• 10:30 Install-athon
• 01:00 On the Way to
Language Intelligence
(Francisco Webber –
cortical.io)
• 02:30 Applications of HTM
(Chetan Surpur)
10. Upstairs
3rd Floor Expansion 30 stations, 1 storage, 1 conf. room, 3 offices, co. mtg area
big projector wall
women’s
storage
you are
here
eric summit omid
fooseball
room
bryan
jocelyn
company mtg area
currently rented but have rofr
santhosh
nadia
matt
jon
kalpesh
ankur
patrick
brie
kari vijay
mamta
jervey
natasha
pat
fish bowl scrumroom
don
walid
aziz
men’s
open
open
open open
open
open
open
11. 2nd Floor Existing 30 42 desks, 3 conf. rooms, 8 offices
conf. room
mini kitchen
lobby
server room
derek
puja
open open
open
mother’s
room
lunchroom
kitchen?
open joe greg olivier
mini-scrum
women’s
clayton
chris otfefircree n7ce
ceiling opening
landing
sree
andre
anjini
ayla
elita
tyler
carlos
jamison
ashley
cathy
michelle
ian
albert
juan
nick
larry
open
open open
open
open
open
open
open
open
open
open
margi
tara
andy
men’s
open
open
open
maggie
chris
jon
omar
jennifer
Downstairs
food
13. Protocol
• Badges
• Food and drink
• Cleanliness
• Respect
• Code of Conduct
14. Communications
• IRC: #nupic on freenode
• Gitter: https://gitter.im/numenta/public
• Use the mailing lists
• Report bugs
• Spread the word: #NupicHack
– Please take pictures, videos, whatever and share
them
16. NuPIC Studio, by David Ragazzi
https://github.com/nupic-community/nupic.studio
“create a HTM neural network from scratch, train it, collect statistics, and
share it among the members of the community”
17. HTM Java Port
• https://github.com/numenta/htm.java
• Author: David Ray (cogmission)
• donated to Numenta for management
• full implementation of
– spatial pooling
– temporal memory
1-to-1 correlation between the methods and functions implementing
each algorithm in the Java and Python versions. To this end, it is
estimated that 98% of the Python tests in each module have the exact
same output produced within the Java unit tests and integration tests.
18. Audience Questions
• Ever been to a hackathon?
• Ever built NuPIC?
• Ever run any examples?
• Ever passed own data into NuPIC?