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Implementation of a cache simulator, a branch predictor and a dynamic instruction schedulor.
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The Swarm Architecture
Making multicore parallelism pervasive, get started with swarm.
The Swarm project aims to scale hard-to-parallelize applications through research in programming models and multicore architectures. Our goal is to enable programmers to write efficient and scalable parallel programs as easily as they write sequential programs today.
Swarm code is publicly released at the SwarmArch org on GitHub.
Links to specific code repositories related to particular publications are also included below.
Taming the Zoo: The Unified GraphIt Compiler Framework for Novel Architectures Ajay Brahmakshatriya , Emily Furst , Victor A. Ying , Claire Hsu , Changwan Hong , Max Ruttenberg, Yunming Zhang , Dai Cheol Jung, Dustin Richmond , Michael B. Taylor , Julian Shun , Mark Oskin , Daniel Sanchez , and Saman Amarasinghe Proceedings of the 48th Annual International Symposium on Computer Architecture (ISCA) , June 2021 PDF , BibTeX , code on GitHub
T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware Victor A. Ying , Mark C. Jeffrey , and Daniel Sanchez Proceedings of the 47th Annual International Symposium on Computer Architecture (ISCA) , June 2020 PDF , DOI , BibTeX , video , slides , lightning slides , code on GitHub
Chronos: Efficient Speculative Parallelism for Accelerators Maleen Abeydeera and Daniel Sanchez Proceedings of the 25th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , March 2020 PDF , DOI , BibTeX , video , code on GitHub
Harmonizing Speculative and Non-Speculative Execution in Architectures for Ordered Parallelism Mark C. Jeffrey , Victor A. Ying , Suvinay Subramanian , Hyun Ryong (Ryan) Lee, Joel Emer , and Daniel Sanchez Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) , October 2018 PDF , DOI , BiBTeX
SAM: optimizing multithreaded cores for speculative parallelism Maleen Abeydeera, Suvinay Subramanian , Mark C. Jeffrey , Joel Emer , and Daniel Sanchez Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques (PACT) , September 2017 PDF , DOI , BibTeX
Fractal: An Execution Model for Fine-Grain Nested Speculative Parallelism Suvinay Subramanian , Mark C. Jeffrey , Maleen Abeydeera, Hyun Ryong (Ryan) Lee, Victor A. Ying , Joel Emer , and Daniel Sanchez Proceedings of the 44th Annual International Symposium on Computer Architecture (ISCA) , June 2017 PDF , DOI , BibTeX
Data-Centric Execution of Speculative Parallel Programs Mark C. Jeffrey , Suvinay Subramanian , Maleen Abeydeera, Joel Emer , and Daniel Sanchez Proceedings of the 49st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) , October 2016 PDF , DOI , BibTeX
Unlocking Ordered Parallelism with the Swarm Architecture Mark C. Jeffrey , Suvinay Subramanian , Cong Yan , Joel Emer , and Daniel Sanchez IEEE Micro’s Top Picks from the Computer Architecture Conferences , 36(3), May/June 2016 PDF , DOI , BibTeX
A Scalable Architecture for Ordered Parallelism Mark C. Jeffrey , Suvinay Subramanian , Cong Yan , Joel Emer , and Daniel Sanchez Proceedings of the 48st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) , December 2015 PDF , DOI , BibTeX
In addition to the links to specific videos for papers above, we have collected all videos describing Swarm projects in this YouTube playlist .
Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks IEEE ISSCC 2016
- Yu-Hsin Chen MIT
- Tushar Krishna MIT (now with Georgia Tech)
- Joel Emer MIT, NVIDIA
- Vivienne Sze MIT
Email: eyeriss at mit dot edu
Welcome to the Eyeriss Project website!
- A summary of all related papers can be found here . Other related websites and resources can be found here .
- To find out more about other on-going research in the Energy-Efficient Multimedia Systems (EEMS) group at MIT, please go here .
We will be giving a two day short course on Designing Efficient Deep Learning Systems on July 17-18, 2023 on MIT Campus (with a virtual option). To find out more, please visit MIT Professional Education .
Updated link to our book on Efficient Processing of Deep Neural Networks at here .
Our book on Efficient Processing of Deep Neural Networks now available for pre-order at here .
Video and slides of NeurIPS tutorial on Efficient Processing of Deep Neural Networks: from Algorithms to Hardware Architectures available here .
We will be giving a two day short course on Designing Efficient Deep Learning Systems at MIT in Cambridge, MA on July 20-21, 2020 . To find out more, please visit MIT Professional Education .
Eyeriss is highlighted in MIT Technology Review. [ LINK ]
Our paper on "Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices" has been accepted for publication in IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS). [ paper PDF | earlier version arXiv ].
Eyeriss is an energy-efficient deep convolutional neural network (CNN) accelerator that supports state-of-the-art CNNs, which have many layers, millions of filter weights, and varying shapes (filter sizes, number of filters and channels). The test chip features a spatial array of 168 processing elements (PE) fed by a reconfigurable multicast on-chip network that handles many shapes and minimizes data movement by exploiting data reuse. Data gating and compression are used to reduce energy consumption. The chip has been fully integrated with the Caffe deep learning framework. The video below demonstrates a real-time 1000-class image classification task using pre-trained AlexNet that runs on our Eyeriss Caffe system. The chip can run the convolutions in AlexNet at 35 fps with 278 mW power consumption, which is 10 times more energy efficient than mobile GPUs.
--> downloads, related papers.
- T.-J. Yang, V. Sze, "Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators," IEEE International Electron Devices Meeting (IEDM) , Invited Paper , December 2019. [ paper PDF | slides PDF ]
- Y.-H. Chen, T.-J Yang, J. Emer, V. Sze, "Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices," IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS) , Vol. 9, No. 2, pp. 292-308, June 2019. [ paper PDF | earlier version arXiv ]
- D. Wofk*, F. Ma*, T.-J. Yang, S. Karaman, V. Sze, "FastDepth: Fast Monocular Depth Estimation on Embedded Systems," IEEE International Conference on Robotics and Automation (ICRA) , May 2019. [ paper PDF | poster PDF | project website LINK | summary video | code github ]
- T.-J. Yang, A. Howard, B. Chen, X. Zhang, A. Go, M. Sandler, V. Sze, H. Adam, "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications," European Conference on Computer Vision (ECCV) , September 2018. [ paper arXiv | poster PDF | project website LINK | code github ]
- Y.-H. Chen*, T.-J. Yang*, J. Emer, V. Sze, "Understanding the Limitations of Existing Energy-Efficient Design Approaches for Deep Neural Networks," SysML Conference , February 2018. [ paper PDF | talk video ] Selected for Oral Presentation
- V. Sze, T.-J. Yang, Y.-H. Chen, J. Emer, "Efficient Processing of Deep Neural Networks: A Tutorial and Survey," Proceedings of the IEEE , vol. 105, no. 12, pp. 2295-2329, December 2017. [ paper PDF ]
- T.-J. Yang, Y.-H. Chen, J. Emer, V. Sze, "A Method to Estimate the Energy Consumption of Deep Neural Networks," Asilomar Conference on Signals, Systems and Computers , Invited Paper , October 2017. [ paper PDF | slides PDF ]
- T.-J. Yang, Y.-H. Chen, V. Sze, "Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , July 2017. [ paper arXiv | poster PDF | DNN energy estimation tool LINK | DNN models LINK ] Highlighted in MIT News
- Y.-H. Chen, J. Emer, V. Sze, "Using Dataflow to Optimize Energy Efficiency of Deep Neural Network Accelerators," IEEE Micro's Top Picks from the Computer Architecture Conferences , May/June 2017. [ PDF ]
- A. Suleiman*, Y.-H. Chen*, J. Emer, V. Sze, "Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision," IEEE International Symposium of Circuits and Systems (ISCAS) , Invited Paper , May 2017. [ paper PDF | slides PDF | talk video ]
- V. Sze, Y.-H. Chen, J. Emer, A. Suleiman, Z. Zhang, "Hardware for Machine Learning: Challenges and Opportunities," IEEE Custom Integrated Circuits Conference (CICC) , Invited Paper , May 2017. [ paper arXiv | slides PDF ] Received Outstanding Invited Paper Award
- Y.-H. Chen, T. Krishna, J. Emer, V. Sze, "Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks," IEEE Journal of Solid State Circuits (JSSC), ISSCC Special Issue , Vol. 52, No. 1, pp. 127-138, January 2017. [ PDF ]
- Y.-H. Chen, J. Emer, V. Sze, "Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks," International Symposium on Computer Architecture (ISCA) , pp. 367-379, June 2016. [ paper PDF | slides PDF ] Selected for IEEE Micro’s Top Picks special issue on "most significant papers in computer architecture based on novelty and long-term impact" from 2016
- Y.-H. Chen, T. Krishna, J. Emer, V. Sze, "Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks," IEEE International Conference on Solid-State Circuits (ISSCC) , pp. 262-264, February 2016. [ paper PDF | slides PDF | poster PDF | demo video | project website ] Highlighted in EETimes and MIT News .
Related Websites and Resources
- DNN Tutorial Slides [ LINK ]
- DNN Processor Benchmarking Website [ LINK ]
- DNN Energy Estimation Website [ LINK ]
This work is funded by the DARPA YFA grant N66001-14-1-4039, MIT Center for Integrated Circuits & Systems, and gifts from Intel and Nvidia.
© MIT EEMS 2016
This Summer 2023, I am interning at AMD Research in Seattle/Bellevue.
I am a third year Electrical and Computer Engineering PhD candidate at Princeton. I am advised by Prof. David Wentzlaff in the Princeton Parallel Group .
I did my undergrad at Duke in Electrical and Computer Engineering. I was advised by Prof. Krishnendu Chakrabarty and his graduate students and conducted research on VLSI testing.
I am supported by Princeton’s Gordon Y. S. Wu Fellowship and the NSF Graduate Research Fellowship Program.
- May 2023 - Interning at AMD Research in Seattle/Bellevue. Please reach out if you’re in the area!
- Mar 2023 - The Princeton computer architecture students hosted Princeton Computer Architecture Day! We had ~50 researchers from seven different schools and 18 awesome lightning talks
- Mar 2023 - “Supply Chain Aware Computer Architecture” accepted at ISCA 2023!
- Jan 2023 - Two papers CIFER and DECADES accepted at CICC 2023. Awesome collaborations with Cornell and Columbia respectively
- Dec 2022 - I’ll be serving as the Social Co-Chair with my pal Haiyue Ma at ASPLOS 2023. See everyone there!
- Oct 2022 - Duet - paper on harmonious CPU-eFPGA integration with Ang Li accepted at HPCA 2023!
- Oct 2022 - Poster on computer architecture for chip manufacturing surplus presented at MICRO 2022’s ACM Student Research Competition
My research is broadly related to computer architecture, with a heavy focus of chip architecture, realizing real systems, and the economics of building chips.
Some current research areas include computer architecture supply chain and economic modeling, chip architectures for supply chain security, general hardware security, and sustainable computer architecture. I have also been incredibly fortunate to have worked on two large chip tapeout projects which have influenced my research directions.
I also work on the DECADES Project
Additionally, I am passionate about building research and student communities. I serve on the Computer Architecture Student Association steering committee and often organize social events with the Princeton computer architects. If you’re ever in the Princeton area or meet me at a conference, please reach out and say hello!
- Supply Chain Aware Computer Architecture
- August Ning, Georgios Tziantzioulis, and David Wentzlaff
- The 50th International Symposium on Computer Architecture (ISCA 2023) , Orlando, FL, USA, Jun 2023 (to appear)
- CIFER: A 12nm, 16mm 2 , 22-Core SoC with a 1541 LUT6/mm 2 , 1.92 MOPS/LUT, Fully Synthesizable, Cache-Coherent, Embedded FPGA
- Ting-Jung Chang*, Ang Li*, Fei Gao, Tuan Ta, Georgios Tziantzioulis, Yanghui Ou, Moyang Wang, Jinzheng Tu, Kaifeng Xu, Paul J. Jackson, August Ning, Grigory Chirkov, Marcelo Orenes-Vera, Shady Agwa, Xiaoyu Yan, Eric Tang, Jonathan Balkind, Christopher Batten, and David Wentzlaff
- 2023 IEEE Custom Integrated Circuits Conference , San Antonio, TX, USA, Apr 2023
- DECADES: A 67mm 2 , 1.46TOPS, 55 Giga Cache-Coherent 64-bit RISC-V Instructions per second, Heterogeneous Manycore SoC with 109 Tiles including Accelerators, Intelligent Storage, and eFPGA in 12nm FinFET
- Fei Gao, Ting-Jung Chang, Ang Li, Marcelo Orenes-Vera, Davide Giri, Paul Jackson, August Ning, Georgios Tziantzioulis, Joseph Zuckerman, Jinzheng Tu, Kaifeng Xu, Grigory Chirkov, Gabriele Tombesi, Jonathan Balkind, Margaret Martonosi, Luca Carloni, and David Wentzlaff
- 2023 IEEE Custom Integrated Circuits Conference (CICC) , San Antonio, TX, USA, Apr 2023
- Best Student Paper Award Runner-Up!
- Duet: Creating Harmony between Processors and Embedded FPGAs
- Ang Li, August Ning, and David Wentzlaff
- 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) , Montreal, QC, Canada, Mar 2023
- [arxiv] [pdf] [Github repo]
- Variation-Aware Delay Fault Testing for Carbon-Nanotube FET Circuits
- Sanmitra Banerjee, Arjun Chaudhuri, August Ning and Krishnendu Chakrabarty
- IEEE Transactions on Very Large Scale Integration (VLSI) Systems , Feb 2021
- Computer Architectures for Chip Surplus
- August Ning and David Wentzlaff
- ACM Student Research Competition at MICRO 2022 , Chicago, IL, USA, Oct 2022
- Supply Chain Aware Chip Architecture
- The Fourth Young Architect Workshop at ASPLOS 2022 , Lausanne, VD, Switzerland, Mar 2022
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I am in need of support for my Hp Z4 G4 workstation, as I am experiencing a hardware malfunction specifically with the RAM. I am able to identify the problematic component and need assistance in fixing it. Ideal skills and experience for this job would include: - Expertise in diagnosing and ...G4 workstation, as I am experiencing a hardware malfunction specifically with the RAM. I am able to identify the problematic component and need assistance in fixing it. Ideal skills and experience for this job would include: - Expertise in diagnosing and repairing hardware malfunctions, specifically with RAM - Knowledge of Hp Z4 G4 workstations and their components - Experience working with computer hardware and troubleshooting - Attention to detail and ability to solve technical issues ef...
Hello! We need help with testing our deposit method using the currently integrated payment option MTN. For that, we require a resident of Liberia. You only need to log in to the website using our credentials with your Computer , make a deposit using the MTN payment method, wager, browse through the account, and document the process with a screen recording. Requirements: - Test account has 2 Factors of Authentication. You will need to scan the QR code and bin to 2FA to your Google Authenticator. - Start recording your screen as soon as you click the provided link. - Log in on our website using our credentials. - Use MTN to test the deposit procedure. (265 LRD) - Browse through a few sections on the website (we will provide full description of that after you submit the proposal) - W...
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I have 4 icons I would like updated to color #031032 and seperated to 4 png files with transparent backgrounds I would like this done in the next 6 hours Thanks
We provide test administration and accommodation solutions to test-takers nationwide. For this purpose, we look for professionals who we contact on an "as-needed" basis to see if they are available to assist test takers for their approved accommodations. We provide complete training and assignments pay hourly for the entire scheduled time, even if the exam ends early. We have a computer exam coming up where a test taker has been approved for a Reader. For this assignment, you are required to be present on-site, sit with the test taker, and read the exam content aloud. You would then enter the answers as they direct. The exam is in Arabic. A Female reader is required. The exam is taking place at a professional testing center in Qassim, Saudi Arabia Date: Thursday,...
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I am looking for a front-end developer to upgrade my current website and develop new blocks, which are built using Angular. The main goal of this upgrade is to enhance the functionality as well as the user expe...Experience with improving user experience - Ability to work with a pre-existing design The key enhancements we are seeking are as follows: 1- Develop an appropriate table structure, preferably utilizing AWS services, to efficiently display and manage data. 2- Enhance the hierarchical tree visualization to improve user experience and facilitate navigation through the assessment. 3- Improve the icons used throughout the screen to make them more visually appealing and intuitive for users. 4- Develop a menu system that allows users to access different sections of the assessme...
I have a server running on openlitespeed and I need help to do the following: 1. Configure to serve the cyberpanel on port 8090 instead of port 80 2. Configure to serve a docker image running on port 8069 3. Configure 4. Install mautic Bid only if you know how to do this or did it before you will connect to my computer using Teamviewer or anydesk this is only the first project, I have more projects to work on
...repeated. 5- Button to finish on click a unique short link generated 6- this link on open the provided data before it must appear as the following: -Our Logo and Company details in the head Section 1- Numbering 1,2,3 It may Have one Hotel or more + Hotel Name 2- Stars 1 to 5 as provided before 3-Room Type 4- Location on map 5- Photos with a nice slider and popup, zoom out in 6- Packages Include with icons 7- Date From - To & Persons & Room Type Again & Price 8- Ability to download the page as PDF. Suggested WorkFlow: Project Setup and User Authentication Module - Set up the development environment, version control, and project skeleton. - Develop the User Authentication Module, including the admin login functionality. Main Page and Hotel Management Module - Develop ...
I am in need of a minimalist and modern logo for my company, Inspired Products. I am open to suggestions for colors and symbols or icons that could be used in the design. Ideal skills for this project would be: - Graphic design experience - Creativity and ability to come up with unique and minimalist concepts - Strong communication skills to work collaboratively with me in order to achieve the desired outcome The final product should be a simple yet memorable logo that accurately represents my company and its values.
Hi, I have an existing very small software in codeigniter 3. I want someone to work on it live (on development server) remotely via access to my computer screen. The existing code is clean n qualityful. Same I want. It is HMVC My 1st Requirement- To make it multi-user. i.e. a 'create account' link as registration page. at login page. & subsequent user account create. to keep each user info seperate. I have more requirements for later. I belong to Software Industry. I will help you to locate Code files n SQL Queries. & will take you to tables to update. Please apply after reading. & show your past work exp. on freelancer as software coder Budget depend upon your exp. availability & quality code
...detail and an understanding of visual storytelling. If you think you have the skills and experience necessary to be our next Video Editor, submit your application! We look forward to hearing from you! Compensation: Starting Rate is $480-800/month Bonuses available! Bi-Weekly prizes and awards! Tools Required: High Speed Internet (Wired Connection to Router)- At least 10 MBPS of internet speed Computer (Laptop or Desktop) High quality headset with mic (USB) Webcam/Built-in camera If you think you have the skills and experience necessary to be our next Video Editor, submit your application! We look forward to hearing from you! How to Apply: PLEASE READ AND COMPLETE ALL STEPS BEFORE SUBMITTING THE APPLICATION. DUPLICATE APPLICATIONS WILL NOT BE CONSIDERED. Step 1: Kindly c...
Detailed Job Description: Must have atleast 6 years of experience in Dynamics CRM. Dynamics 365 Technical with hands on complex Customizations and Configurations and integrations. Must have good knowledge on Dynamics 365 and coding best practices. Includes design specifications, programming, problem diagnosis, debugging, testing, modification and assurance of technical requirements of computer programs per established industry practices and Customers Development Management Methodology DMM.
...involvement will contribute to the development of a diverse and comprehensive dataset that will help improve the understanding of human emotions in various contexts. Please find below the instructions for recording your voice samples: Recording Environment: Ensure that you are in a quiet and well-lit room with minimal background noise. Use a high-quality microphone, preferably connected to a computer or recording device, to ensure the best possible audio quality. Emotional Contexts: You will be asked to read a set of sentences from the Harvard sentences list while portraying the following emotions: Anger, Disgust, Joy, Fear, Surprise, Sadness, Anxiety, Confusion, Contempt, and Coyness. Each emotion should be recorded separately, and each sentence should be recited twice per em...
Redesign existing website 1 Page website with 5 sections - Home, collection, services, about us, contact us 2 sections may need coding on editor X it will consist of a customized gallery slider other slide will consist of 4 interactive icons /buttons where if you click a picture (gallery of 2/3 pictures) will open up into the box or section, will be able to close the gallery and click on the next button/icon T
I am in need of a skilled writer to create a Journal review research paper for my Computer Science Engineering degree. The focus of the research paper will be on Smart contract field . The preferred format for the research paper is IEEE Journal. The research paper should include 10-20 sources, which should be properly cited. Ideal skills and experience: - Excellent writing skills - Experience in academic writing, preferably in the field of computer science - Knowledge of the chosen topic and related sources - Familiarity with the preferred format (APA/MLA/Chicago) - Ability to meet deadlines and communicate effectively throughout the project.
...progress updates. Requirements: An undergraduate or masters degree in a commerce-related field such as Public Relations, Sales, Marketing, or Business Administration. Excellent networking and speaking skills. Strong decision-making skills and ability to lead a team. Passionate about community building and student engagement. Availability to commit at least 15 hours per week. Must have access to a computer and reliable internet connection. Must have a very good knowledge of Hyderabad Note: This job description is a general guideline and may vary depending on the specific requirements and policies of your college....
I am looking for a simple, bold and dynamic logo for an Action Design Company: 'NADS' (Norris Action Design Studio). The logo should be in black and white (coloured versions are welcome, but the logo must work in black and white). As the logo is for a company that designs major action sequences for Hollywood Blockbusters, any imagery should incorporate action and film industry-r...white (coloured versions are welcome, but the logo must work in black and white). As the logo is for a company that designs major action sequences for Hollywood Blockbusters, any imagery should incorporate action and film industry-related design elements. Sans-Serif fonts are preferred. Ideal skills and experience for the job include: - Graphic design - Logo design - Knowledge of industry-specific i ...
We are seeking a skilled Python developer with experience in computer vision to create a Python script that can detect and locate a specific white puzzle shape in various images. The script should be able to accurately identify the puzzle piece and provide the coordinates or a bounding box around it. If you have any questions or need further clarification, please don't hesitate to reach out.
I am looking for a logo design for my business and am open to suggestions for color schemes. The ideal candidate should have experience in creating modern and sleek designs. I would like specific elements/ icons incorporated into the logo, but I am open to the designer's suggestions. The final product should be visually appealing and represent my brand effectively. I want the logo colourful to inspire kids and it should include a turtle. My business is all about educational crafts. My business’s name is ‘woow crafts’.
...all desktop icons and disables the context menu. Disable ability to edit or delete desktop files Protects desktop icons and files from tampering: they can be executed, but cannot be edited or deleted. Directories are not protected, only icons or files. If new files are added to the desktop, restrictions will need to be re-applied in order to protect them. Disable drag & drop Disables the ability to drag and drop files, icons and windows. Disable edge swiping using touch Disables the ability to swipe using touch from the edges of the screen. Hide the taskbar Hides the taskbar and disables the Start menu. Disable the taskbar The taskbar becomes read-only. All the taskbar icons and buttons are disabled. Hide system tray Hides the right-side area of th...
I am looking for experienced Flutter developer for ongoing work. To start, I have created a few basic styling tasks attached in the zip. Basically you need to do the following: 1. Replace spinning icon (loading) with a PNG image 2. Permission popups have different colours. I want one single...for experienced Flutter developer for ongoing work. To start, I have created a few basic styling tasks attached in the zip. Basically you need to do the following: 1. Replace spinning icon (loading) with a PNG image 2. Permission popups have different colours. I want one single colour scheme for all permissions (there are about 3 permission) 3. Style a button to grow with text 4. Change check icons (on and off) and toggle icon (on and off) They are quite simple tasks if you know what you a...
I am not an attorney. I am needing assistance filing a few motions and subpoenas because I have no idea how to use computer technology required to submit. There are probably other ways a para legal could assist. I am not in need of legal advice. I don’t know how to make files or attach them. That is part of my needs. I have paper copies.
...Neural Networks, Fuzzy Systems, Rough Set Theory, Chaos Theory and Evolutionary Algorithms Reasoning, Knowledge Extraction and Knowledge Management. Applications of Computer Science in Modeling. Visualization and Multimedia. Data and Information Systems. Internet and Distributed Computer Systems. Semantic Web Technologies and Social Semantic Web Graphics and Imaging Bio-informatics Natural Language Processing Computational Mathematics Robotics and Micro-Robotics Theoretical Informatics Quantum Computing Software Testing Computer Vision Digital Systems Pervasive Computing Computational Topology Information Personalization Human- Computer Interaction Ensemble Modeling Wavelet Representations Principle of Concurrency Software Life-cycle Management Social Network ...
Computer architecture related projects. Contribute to snie2012/computer-architecture-projects development by creating an account on GitHub
A clipping of some interesting posts from msx.org forum. UNAPI v1.1 (Unified procedure for API definition and discovery on MSX computers)
Oct 2022 - Poster on computer architecture for chip manufacturing surplus presented at MICRO 2022's ACM Student Research Competition. I am interested in computer architecture research related to building chips
Page 15 results. computer+architecture+simulator free download. View, compare, and download computer+architecture+simulator at SourceForge
However, no matter what architecture degree you choose, you'll still complete coursework in the following topics: design, building science, structural engineering, architectural history, and other topics relating to theory and practice
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