AI fuses with Memristor prepared by Bhavana.pptx

Bhavana149408 13 views 22 slides Jun 14, 2024
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About This Presentation

Fuse-AI is making medical diagnosis easier with artificial intelligence. A second opinion from the Open Telekom Cloud saves radiologists time, improves the quality of their diagnoses and reduces costs.The FUSE concept foresees a hierarchical infrastructure of sensing- and data processing nodes that ...


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AI Fuses With Memristor K.BHAVANA

TECHNOLOGY LEADS TO DEVELOPMENT

ARTIFICIAL INTELLIGENCE (AI) Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. 

C omputer A computer is a machine that can be programmed to carry out sequences of arithmetic or logical operations (computation) automatically.

C omputer Processor  In processor ,it will communicate with the I/O device through a common bus i.e. data and control with sharing by each peripherals.

Quantum C omputer A quantum computer is a computer that exploits quantum mechanical phenomena. At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behaviour using specialized hardware.

Quantum Processor In processor , Quantum processor employs the properties of quantum physics like superposition and entanglement to perform computation.

Differences Quantum Computer Computer

C omputer Processor Working   The fundamental operation of most CPUs, regardless of the physical form they take, is to execute a sequence of stored  instructions  that is called a program. Nearly all CPUs follow the fetch, decode and execute steps in their operation, which are collectively known as the  instruction cycle .

Computer Processor Working

Quantum Processor Working Quantum computing employs the properties of quantum physics like superposition , interference and entanglement to perform computation. Nearly all QUANTUM computers follows the simultaneous operations and also it have parallelism.

Quantum Processor Working

AI Fuses With Mermistor

RAM , ROM Vs Memristor MEMRISTOR RAM & ROM

AI in Memristor Another application that memristors could be highly advantageous in are neural nets, and this is due to the similarities between memristors and neural networks.  This is a near-identical way to how neurons in the brain operate; neurons send impulses to other neurons, and the more a neuron is used, the more reliable the connection.  

Neural Networks Memristor This will improve the system’s computational, parallel, and adaptive ability and allow the weight value to be retained within the system for a long period after a power outage. Although the energy efficiency and calculation speed of the recently realized MNNs are satisfactory, there are few applicable examples of MNNs.

Low power consumption They can solve complex problems High data speed They can run complex simulations ADVANTAGES

DIS -ADVANTAGES They are difficult to build They are used for specific purpose only. There may be a chance to get errors

APPLICATIONS ARTIFICIAL INTELLIGENCE FINANCIAL MODELLING WEATHER FORECASTING DRUG DESIGN AND DEVELOPMENT CYBER SECURITY

CONCLUSION If we implement this kind of technology in our present computers then the speed and accuracy will increases. It also leads to low power consumption .

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