Zscale Labs™ Introduces Accelerated Molecule Discovery with Hyperdimensional Computing (HDC)

PHOENIX - July 18, 2024 - PRLog -- Zscale Labs™ is pleased to introduce MoleHD, an innovative, ultra-low-cost model based on hyperdimensional computing (HDC) that significantly reduces computational demands, pre-processing efforts, and overall development time for new drug and molecule discovery. This enables faster rollout for faster return on investment (ROI) and swift time-to-market (TTM).

Drug discovery is a multifaceted process that leverages knowledge from biology, chemistry, and pharmacology to identify effective and safe medications. Traditionally, this process is plagued with laboriously inefficient, expensive and time-consuming screening phase, where discovery candidates are manually selected from extensive chemical databases like ChEMBL and OpenChem to build smaller, more focused in-house databases for further synthesis.

However, Hyperdimensional Computing (HDC) is a form of AI inspired by brain-like (neural) attributes such as high-dimensionality and distributed holographic representation. This allows researchers to generate, manipulate, and compare symbols represented by high-dimensional vectors. Compared to deep neural networks (DNNs), HDC offers several advantages including smaller model sizes, reduced computational costs, and the capability for one-shot or few-shot learning.

For more details, please see:
https://www.zscalelabs.com/post/molehd-accelerating-molec...

About Zscale Labs™

Zscale Labs™ is a leading provider of AI solutions for large enterprises ready to take the leap. Our expertise lies in traditional AI and highly advanced AI, with a primary focus on Hyperdimensional Computing (HDC). We are committed to developing AI systems that not only execute tasks with exceptional efficiency but also comprehend and adapt to the challenges of the real world.

Backed not only by extensive experience in conventional code development, we aim to create AI that is remarkably intuitive, flexible, and capable well beyond traditional general intelligence. This innovative approach distinguishes Zscale Labs™ as a trailblazer in the AI solution provider industry.

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www.ZscaleLabs.com