NeuralLead is not a product or a service, but is mainly a community made up of enthusiasts, developers, and researchers in the scientific field. It was founded in 2019 by SimonJRiddix, a company made up of researchers and developers who work in the field of neuroscience. The goal of NeuralLead is to advance and disseminate neuroscience research and work to safeguard sentient life forms, possible and existing.

Community

• NeuralLead has no economic return objectives and does not aim to maximize capital.
• Every registered user automatically becomes part of the community, enjoying all available benefits.

No, SimonJRiddix's developers and researchers require funds to operate in this vast and fascinating field; furthermore, the management of hardware and software requires expenses, so generating revenue is necessary. Every software, including NeuralLead core and NeuralLead Maker, is 100% free. Only dedicated and specific services that may or may not be activated from the cloud, such as renting remote hardware, require payment.

The founder of SimonJRiddix spent several years researching ethical, social, and environmental aspects before deciding to start the NeuralLead project and determining how it should be distributed. He decided to limit the distribution of certain parts of the program to make decompilation of the distributed software less efficient. SimonJRiddix is always willing to change his mind about publishing the source code in full, but only after careful analysis of the actual use of NeuralLead technology by society.

Open source

• NeuralLead Coin
• AiOS
• Serena API
• Serena Reasoning Builder

Closed source (Now)

• NeuralLead Core
• NeuralLead Maker

The world of artificial intelligence needs data, lots of data. That's where DataMining comes in.

NeuralLead Cloud has data that needs to be validated before being used. Your GPU connected to NeuralLead validates the data along with many other GPUs. If the data processed by your GPU is valid, you are rewarded with crypto coin.

DataMining processes these types of data

• Text
• Audio
• Video
• Analog Sensory
• Digital Sensory

DataMining does not store or read any files on your computer; all data are processed exclusively in your GPU, CPU, and RAM. The only file on the disk that the DataMining executable reads is the configuration and license file saved in the same folder as the executable, thus no administrative permissions are required to run DataMining.

Unlike Rent My Machine, with DataMining the earnings are constant. Every hour, the valid data that have been mined by users in that hour are calculated. Based on the work of your GPU(s), you are rewarded in total for the valid data you have mined compared to other data miners.

You can connect as many computers and video cards as you want, even to the same wallet address. Unlimitedly, the more devices, the higher the income.

Payments are sent every hour directly to your wallet. All transactions are stored, so in case of a missed payment, the system will automatically send it to you in the following hours.

Payments are made only in crypto Coin. A cost and earnings calculator is available in the Cloud.

The minimum requirements for using DataMining

Software

• Linux: Ubuntu 18+ Debian 9+ HiveOS
• Windows 10 and 11
• Mac OS X (M chip series)

Hardware

• RAM: 8GB (20 GB recommended)
• CPU 64 bit (x86_64 / arm64)
• GPU VRAM:
  • 8GB (shared mem)
  • 12 GB built-in only mem
• Disk space: 60GB+

Note: If your computer has less than 20GB of RAM, the operating system will use paging/swap to compensate for the lack, which means that converting your disk space into RAM, thus less disk space, may slow down the computer, since the disk is slower than RAM, resulting in poor mining performance.

Accelerators

• CUDA 12.2
• Vulkan SDK

Supported GPUs

• NVidia CUDA compute 53+
• AMD
• Intel ARC

It is advisable not to use the graphics card during mining, for instance for video games or rendering activities, to avoid slowdowns or excessive overheating.

It has also been noted by many users that simple overclocking applications, those that set only clock frequency and memory frequency, can cause BSOD or system errors. Overclocking is discouraged for many reasons, except for truly expert users who definitely will not use programs with only 2 configuration parameters.