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Artificial vs Biological Neural Network Exaplained By Dr Vatsala for UPSC-PCS | Science Reporter

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Artificial vs Biological Neural Network Exaplained By Dr Vatsala for UPSC-PCS | Science Reporter

142 просмотра · 1 мес. назад
IAS PCS FORUM
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142 просмотра · 1 мес. назад
🧠 Artificial vs Biological Neural Network Explained by Dr. Vatsala | Science Reporter | UPSC-PCS How does the human brain learn, process information and recognise patterns—and how are these ideas being replicated by Artificial Intelligence? In this episode of Science Reporter, Dr. Vatsala explains the fascinating connection and differences between Biological Neural Networks (BNN) and Artificial Neural Networks (ANN) in a simple, conceptual and UPSC-oriented manner. ANNs are computational models loosely inspired by biological neurons and synaptic connections, but they differ substantially in their physical basis and learning mechanisms. 🔍 In This Session What is a Biological Neural Network? What is an Artificial Neural Network (ANN)? How does a biological neuron work? How does an artificial neuron process information? Neuron vs Node Synapse vs Weights Dendrites vs Inputs Axon vs Output How do biological and artificial systems learn? Key differences between Human Brain & AI Applications of Artificial Neural Networks Why understanding neural networks is important for AI, Machine Learning and emerging technologies UPSC/PCS relevance for Science & Technology 🧠 The Core Idea Biological Neural Network Neuron → Synapse → Signal → Learning Artificial Neural Network Input → Weights → Activation → Output Artificial neural networks take inspiration from the organisation of biological neural systems, while using mathematical functions and adjustable parameters to process data and learn patterns. 🎯 Why Watch? This session is especially useful for UPSC CSE & State PCS aspirants preparing Science & Technology, AI, Machine Learning and emerging technologies for Prelims + Mains. Science Reporter by Dr. Vatsala aims to make complex scientific concepts simple, visual and exam-relevant. 📚 Target: UPSC CSE | State PCS 🔬 Subject: Science & Technology 🧠 Topic: Artificial Intelligence & Neural Networks 👩‍🏫 Faculty: Dr. Vatsala #UPSC #PCS #ScienceReporter #DrVatsala #ArtificialIntelligence #NeuralNetwork #ArtificialNeuralNetwork #BiologicalNeuralNetwork #AI #MachineLearning #UPSCScienceTech #UPSC2027 #UPSCPreparation #ScienceAndTechnology