E3Computing's Docs

Notable techniques and Recommendation

👾 E3Computing HP
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ℹ️ Information
ℹ️ Information
- 🌐 About this website
- 🔰 Guidance for new student (AY 2026)
- 🔰 Checklist for new student orientation meeting
  🔰 Checklist for new student orientation meeting
- 🚂 Training for new members
  🚂 Training for new members
- 🔬 Server/Page Info
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- 📑 Paper submission
  📑 Paper submission
- 🎓 Graduation Thesis
  🎓 Graduation Thesis
  - Preparation
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👨‍🏫 Invited Talks
👨‍🏫 Invited Talks
📅 Meetings
📅 Meetings
🗂️ Tutorial
🗂️ Tutorial
- List of tutorials
- 🛠 HW Design
  🛠 HW Design
  - Verilog/SystemVerilog/VHDL tutorial
    Verilog/SystemVerilog/VHDL tutorial
    
    Intro
    
    Combinational Logic
    
    Sequential Logic
    
    Reset and Clock
    
    Naming
    
    RTL template
    
    Testbench template
    
    Useful website
    Useful website
    
    Asic-world
    
    Stitt-hub
    
    RTL-Training Repo
  - Simulate with Modelsim
    Simulate with Modelsim
    
    Introduction
    
    Clone the project
    
    Source the env variables
    
    Write your Verilog code
    
    Open Modelsim
    
    Use command line
    
    Code Coverage
    
    Write a script
    
    Learn More!
  - ASIC
    ASIC
    
    Basic
    Basic
    
    Getting started
    
    Writing Verilog
    
    RTL Simulation
    
    Synthesis (Synopsys DC)
    
    Place and Route
    
    Mini Ex
    
    Advanced
    Advanced
    
    Getting started
    
    Explore the library
    
    Post-synthesis simulation
    
    Post-synthesis simulation with timing
    
    Post-place-and-route sim
    
    Macro
    
    Through-Silicon-Via (TSV)
    
    OpenRAM
    
    Power estimation
    
    Clock-gating
    
    Temperature simulation
    
    Design: 🕸️ Network-on-Chip
    Design: 🕸️ Network-on-Chip
    
    Getting started
    
    Simulation
    
    SNN Simulation
    
    Synthesis
    
    Post-synthesis Simulation
    
    Place and Route
    
    Power estimation
    
    Sample projects
  - FPGA
    FPGA
    
    Basic
    Basic
    
    0. Installation
    
    Standalone RTL design
    Standalone RTL design
    
    1. Create a project
    
    2. Run the project on FPGA
    
    3. Understand the reports
    
    Simple SoC
    Simple SoC
    
    1. Create a project
    
    2. Port to SDK
    
    3. Run the program in the FPGA
    
    Custom IP
    Custom IP
    
    Introduction + Materials
    
    General Instruction
    
    Lab-1
    
    Lab-2
    
    Lab-3
    
    Lab-4
    
    Lab-5
    
    Sample Projects
    Sample Projects
    
    SNN on Basys 3
    
    SNN on Arty 7
    
    LIF neuron on MicroZed
- 🤖 Machine Learning
  🤖 Machine Learning
  - Getting started
  - General Machine Learning
    General Machine Learning
    
    Getting started
    
    Installation
    
    Dataset
    
    Notable techniques and Recommendation Notable techniques and Recommendation
    Table of contents
    
    Classification
    
    Baives
    
    Decision tree
    
    Prediction
    
    Linear regression
    
    Auto regressio
    
    Clustering
    
    Kmeans
    
    DBSCAN
  - Artificial Neural Network
  - Spiking Neural Network
    Spiking Neural Network
    
    Introduction
    
    Neurons
    
    Neurons
    
    Neuron
    
    Izhikevich
    
    SNNTorch
    SNNTorch
    
    Official tutorial
    
    Bindsnet
    Bindsnet
    
    STDP learning
    
    Spiking Jelly
    Spiking Jelly
    
    1.1 Time-step
    
    1.2 Using neuron
    
    1.3 Input size and net reset
    
    3.1 Revisit LIF neuron
    
    3.2 Revisit LIF neuron part 2
    
    3.3 Design your neuron
- Accessing servers
  Accessing servers
- 🎯 Optimization
  🎯 Optimization
  - Getting started
  - Single Objective
    Single Objective
    
    0-1 Knapsack
  - Multiple Objectives
    Multiple Objectives
    
    0-1 Knapsack
    
    MOO minicourse
- Makefile
  Makefile
- Git
  Git
  - Intro
  - Basic
  - Advanced
  - Branch
- Markdown
  Markdown
  - Intro
  - Basic
  - Advanced
♾️ Member
🎗️ Management
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- 📚 Books
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- 🖥 Server: how-to
- ⚗️ Materials
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- 🈸 University Docs
  🈸 University Docs
⚔️ Activities
⚔️ Activities
- Awards
- Contests
  Contests
  - All Contests
  - IEEE CAS Society Design Contest
    
    IEEE CAS Society Design Contest
  - LSI Contest
    
    LSI Contest
🌐 Links
🌐 Links
- 📝 The Thinking Circuit
- 🚧 Project
  🚧 Project
- 🌐 Useful link
- ↗️ Github
- ▶️ YouTube
📩 Contact

Table of contents

Classification
- Baives
- Decision tree
Prediction
- Linear regression
- Auto regressio
Clustering
- Kmeans
- DBSCAN

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