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What is the MP Neuron ?

📹 VIDEO TITLE 📹 What is the MP Neuron ? ✍️VIDEO DESCRIPTION ✍️ Dive into the foundational building block of neural network history with this high-level overview of the “McCulloch-Pitts Neuron”! This video explores the groundbreaking work of “Warren McCulloch” and “Walter Pitts”, who introduced the first mathematical model of a biological neuron in their seminal 1943 paper, ‘A Logical Calculus of the Ideas Immanent in Nervous Activity’. Learn about their vision of how neurons could be simplified into computational units capable of performing logical operations, a concept that paved the way for modern artificial intelligence. In this video, we break down the capabilities of the McCulloch-Pitts neuron, including its ability to implement logic gates like “AND”, “OR”, and “NOT”, using fixed weights and thresholds. We also discuss its limitations, such as the inability to learn or solve problems that are not linearly separable, like the XOR gate. Gain insights into the neuron’s historical significance and how it laid the groundwork for the development of perceptrons and more advanced neural networks. Finally, we provide a practical example of implementing an “AND Gate” using the McCulloch-Pitts model, explaining how to set weights and thresholds to achieve the desired logical behavior. Whether you’re a student, an AI enthusiast, or simply curious about the history of artificial intelligence, this video provides a concise yet comprehensive introduction to one of the earliest models of neural computation. Watch now to explore how the MP Neuron revolutionized our understanding of computation and inspired the evolution of AI! 🧑‍💻GITHUB URL 🧑‍💻 No code samples for this video 🧑‍💻ACADEMIC PAPER URL 🧑‍💻 https://www.cs.cmu.edu/~./epxing/Clas... 📽OTHER NEW MACHINA VIDEOS REFERENCED IN THIS VIDEO 📽 What is the Perceptron? -    • What is the Perceptron ?   What is the MP Neuron? -    • What is the MP Neuron ?   What is Physical AI ? -    • What is Physical AI ?   What is the Turing Test ? -    • What is the Turing Test?   What is LLM Alignment ? -    • What is LLM Alignment ?   What are Agentic Workflows? -    • What are Agentic Workflows ?   Why is AI going Nuclear? -    • Why is AI going Nuclear?   What is Synthetic Data? -    • What is Synthetic Data?   What is NLP? -    • What is NLP ?   What is Open Router? -    • What is Open Router ?   What is Sentiment Analysis? -    • What is Sentiment Analysis ?   What is Mojo ? -    • What is Mojo ?   What is the Pinecone Vector DB -    • What is a Pinecone Index ?   What is LLM LangGraph ? -    • What is LLM LangGraph?   What is Llama Index ? -    • What is LLM Llama Index ?   Forget about LLMs What About SLMs -    • Forget about LLMs What About SLMs ?   What are LLM Presence and Frequency Penalties? -    • What are LLM Presence and Frequency Penalt...   What are LLM Hallucinations ? -    • What are LLM Hallucinations ?   Can LLMs Reason over Large Inputs ? -    • Can LLMs Effectively Reason over Large Inp...   What is the LLM’s Context Window? -    • What is the LLM's Context Window ?   What is LLM Chain of Thought Prompting? -    • What is LLM Chain of Thought Prompting?   Algorithms for Search Similarity -    • Algorithms for Search Similarity   How LLMs use Vector Databases -    • How LLMs use Vector Databases   What are LLM Embeddings ? -    • What are LLM Embeddings ?   How LLM’s are Driven by Vectors -    • How LLM’s are Driven by Vectors   What is 0, 1, and Few Shot LLM Prompting ? -    • What is 0, 1, and Few Shot LLM Prompting ?   What are the LLM’s Top-P and TopK ? -    • What are the LLM’s Top-P + Top-K ?   What is the LLM’s Temperature ? -    • What is the LLM’s Temperature ?   What is LLM Prompt Engineering ? -    • What is LLM Prompt Engineering ?   What is LLM Tokenization? -    • What is LLM Tokenization ?   What is the LangChain Framework? -    • What is the LangChain Framework?   CoPilots vs AI Agents -    • AI CoPilots versus AI Agents   What is an AI PC ? -    • What is an AI PC ?   What are AI HyperScalers? -    • What are AI HyperScalers?   What is LLM Fine-Tuning ? -    • What is LLM Fine-Tuning ?   What is LLM Pre-Training? -    • What is LLM Pre-Training?   AI ML Training versus Inference -    • AI ML Training versus Inference   What is meant by AI ML Model Training Corpus? -    • What is meant by AI ML Model Training Corpus?   What is AI LLM Multi-Modality? -    • What is AI LLM Multi-Modality?   What is an LLM ? -    • What is an LLM ?   Predictive versus Generative AI ? -    • Predictive versus Generative AI ?   What is a Foundation Model ? -    • What is a Foundation Model ?   What is AI, ML, Neural Networks and Deep Learning? -    • What is AI, ML, Neural Networks and Deep L...   🔠KEYWORDS 🔠 #MPNeuron #ArtificialNeuron #AI #ArtificialIntelligence #NeuralNetworks