HawAI.tech
Created in 2019
- BETA
Up & running (A)
Existing signals show a regular activity Social networks
1,134Activities
Technologies
Entity types
Location
7 Rue Antoine Polotti, 38000 Grenoble, France
Grenoble
France
Employees
Scale: 11-50
Estimated: 19
SIREN
848045563Engaged corporates
60
12 55Added in Motherbase
1 year, 1 month ago
it services Value proposition
Hardware for AI
The company HawAI.tech (Hardware for AI) designs hardware accelerators to provide explainable, accountable and transparent artificial intelligence (AI).
Probabilistic models are the basis of this next generation of AI as the former Intel CTO Mike Mayberry says: "The third wave of AI [...] will be around probabilistic computing". These models meet our needs by combining the strengths of expert systems and neural networks, namely reasoning and learning. They enable a more frugal AI as they require much less data to learn and much less energy for their execution. Moreover, this type of AI meets the needs for an explainable AI of many industry sectors (defense, health, automotive, finance) seeking to justify the decisions made by their system.
The hardware available today does not allow an efficient execution of probabilistic models. This mismatch between the probabilistic nature of the models and the existing hardware on the market makes their use inefficient in terms of cost and performance. Thus, based on the results of more than 15 years of research conducted at the CNRS and INRIA, HawAI.tech is a pioneer company that develops computing architectures that make the use of probabilistic models possible and competitive. Our accelerators are focusing on edge computing use cases to allow a efficient computation locally close to the sensor.
AI, Probabilistic computing, Bayesian inference, and Stochastic machineOriginal language
Hardware for AI
The company HawAI.tech (Hardware for AI) designs hardware accelerators to provide explainable, accountable and transparent artificial intelligence (AI).
Probabilistic models are the basis of this next generation of AI as the former Intel CTO Mike Mayberry says: "The third wave of AI [...] will be around probabilistic computing". These models meet our needs by combining the strengths of expert systems and neural networks, namely reasoning and learning. They enable a more frugal AI as they require much less data to learn and much less energy for their execution. Moreover, this type of AI meets the needs for an explainable AI of many industry sectors (defense, health, automotive, finance) seeking to justify the decisions made by their system.
The hardware available today does not allow an efficient execution of probabilistic models. This mismatch between the probabilistic nature of the models and the existing hardware on the market makes their use inefficient in terms of cost and performance. Thus, based on the results of more than 15 years of research conducted at the CNRS and INRIA, HawAI.tech is a pioneer company that develops computing architectures that make the use of probabilistic models possible and competitive. Our accelerators are focusing on edge computing use cases to allow a efficient computation locally close to the sensor.
Home - HawAI.tech
https://hawai.tech/
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