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• 神经网络
  ...sed to solve complex problems, such as image recognition, natural language processing, and even trading in financial markets like crypto futures. In this article 2. **Processing**: The data is passed through hidden layers, where computations occur.
  5 KB (731 words) - 12:02, 15 February 2025
• Hash function
  ...l function that takes an input of any size – a text string, a document, an image, a transaction, or even an entire blockchain – and produces a fixed-size ...* The input data is often padded to a specific length to ensure consistent processing.
  11 KB (1,570 words) - 02:20, 19 March 2025
• Artificial Intelligence (AI)
  * Natural Language Processing: Understanding and generating human language. ...ence. || Spam filters, recommendation systems, voice assistants like Siri, image recognition software.
  12 KB (1,641 words) - 04:09, 16 March 2025
• Cryptographic hash function
  * '''Pre-image resistance (One-way function):''' Given a hash value, it should be computat ...ent* input that produces the *same* hash value. This is stronger than pre-image resistance.
  12 KB (1,715 words) - 17:15, 18 March 2025
• Big Data
  ...Data refers to extremely large and complex datasets that traditional data processing applications are inadequate to deal with. This article will provide a comp ...l media updates impacting sentiment, and news events all require immediate processing. The speed at which data is generated and needs to be analyzed is critical
  12 KB (1,708 words) - 11:47, 15 March 2025
• MD5
  [[Image:MD5 example.png|center|300px|A visual representation of the MD5 hashing pro 3. '''Processing in 512-bit Blocks:''' The padded message is processed in 512-bit blocks. Ea
  12 KB (1,733 words) - 16:03, 19 March 2025
• 深度学习
  ...technology, powering applications like image recognition, natural language processing, and even trading strategies in financial markets, including crypto futures
  4 KB (646 words) - 11:36, 15 February 2025
• Merkle DAG
  [[Image:Merkle DAG example.png|center|600px|A simple visual representation of a Mer ...ew nodes, referencing previous nodes as parents. This allows for parallel processing and removes the need to wait for a complete “block” to be formed before
  11 KB (1,562 words) - 22:43, 19 March 2025
• Artificial Neural Networks
  ...between the input and output layers. These layers perform the bulk of the processing. ANNs can have multiple hidden layers, allowing them to learn increasingly | Output | Result of the neuron's processing |
  11 KB (1,635 words) - 04:10, 16 March 2025
• Neural networks
  ...ows them to perform complex tasks like image recognition, natural language processing, and, crucially for us, financial forecasting. ...ike stock prices. RNNs have "memory" – they can consider past inputs when processing current ones. However, they can suffer from the "vanishing gradient" probl
  12 KB (1,603 words) - 03:24, 20 March 2025
• Mining
  [[Image:Gold mining in South Africa.jpg|center|500px|A traditional example of minin *'''Beneficiation:''' Processing the ore to separate the valuable minerals from the waste rock (gangue). Thi
  11 KB (1,517 words) - 23:17, 19 March 2025
• Deep Learning
  ...cent years, particularly in areas like image recognition, natural language processing, and, increasingly, financial markets, including [[Crypto Futures]] trading * '''Convolutional Neural Networks (CNNs):''' Designed for processing data with a grid-like topology, such as images. In finance, CNNs can be use
  11 KB (1,591 words) - 20:07, 16 March 2025
• Artificial neural networks
  ...ess mimics the biological neuron’s reception of signals through dendrites, processing in the cell body, and transmission via the axon. ...but can also be applied to time series data by treating the data as a 1D "image." Useful for identifying patterns and features in price charts.
  12 KB (1,604 words) - 06:37, 25 March 2025
• Pattern Recognition
  ...scovery of regularities in data. It has a vast range of applications, from image and speech recognition to risk assessment and, crucially for our focus, fin *'''Sentiment Analysis:''' Using Natural Language Processing (NLP) to analyze social media posts, news articles, and other text data to
  12 KB (1,666 words) - 09:13, 20 March 2025
• AWS Elastic Beanstalk
  ...t serve web traffic, while Worker Environments are suitable for background processing tasks. ...s. Worker environments typically consist of EC2 instances running a queue processing service (e.g., SQS, RabbitMQ).
  14 KB (1,904 words) - 08:38, 18 March 2025
• Coinbase Pro Status Page
  [[Image:Coinbase Pro Status Page Screenshot.png|center|500px|Example of the Coinbas | Deposit/Withdrawal | Green - Funds processing normally | Yellow - Delays in processing | Red - Deposits/Withdrawals suspended |
  11 KB (1,589 words) - 18:17, 16 March 2025
• Bitcoin miners
  [[Image:Bitcoin mining rig.jpg|center|600px|A typical Bitcoin mining rig, demonstra * **CPUs (Central Processing Units):** In the early days of Bitcoin, individuals could mine using the CP
  12 KB (1,647 words) - 05:27, 16 March 2025
• Brandwatch
  ...lect this data; it *analyzes* it. Through sophisticated [[natural language processing]] (NLP) and machine learning algorithms, the platform can determine the sen * **Image Recognition:** Brandwatch can analyze images and videos shared online, iden
  12 KB (1,595 words) - 12:11, 25 March 2025
• BLAKE2
  * **Pre-image resistance:** Given a hash, it should be computationally infeasible to find * **Second pre-image resistance:** Given an input, it should be computationally infeasible to fi
  12 KB (1,673 words) - 07:42, 25 March 2025
• Azure Kubernetes Service (AKS)
  ...High-Performance VMs:** Use VM sizes with high CPU and memory to minimize processing delays. * **Container Image Optimization:** Keep your container images small and efficient to reduce s
  13 KB (1,713 words) - 07:31, 25 March 2025

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