U of T Technology & Startup Explorer

AI-Powered Platform for Better Decision Making

A software platform that leverages statistical inference and machine learning to make more informed decisions.

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Keywords:

Software, Deep Learning, Data Analytics, Computer Graphics, Machine Learning, Companies

Monte Carlo Lights: Adaptive Traffic Signal Control

Monte Carlo Lights is a novel ATSC approach that combines state-of-the-art reinforcement learning and Monte Carlo tree search to optimize traffic flow.

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Keywords:

Machine Learning, Automotive, Deep Learning, Software, Smart Cities

Deep Learning Performance and Energy Optimization Techniques

This opportunity is a portfolio of hardware and software techniques that seamlessly accelerate AI/ML applications, while saving on-chip and off-chip memory, bandwidth, and processing power. These compute and compression methods have been shown to deliver a 3x boost in processing speed with 2x-4x increase in storage capabilities (up to 10x for natural language processing).

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Keywords:

Artificial Intelligence (AI), Chips, Companies, Computer Hardware, Deep Learning, Electrical & Computer Engineering, Smart Cities, Software

Autoscribe: AI-Powered Voice Assistant for Clinicians

AutoScribe uses hands-free speech recognition and Artificial Intelligence to help reduce time consuming manual clinical documentation, freeing clinicians to place their focus where it should be – on their patients.

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Keywords:

Advanced Health Technologies, Artificial Intelligence (AI), Communications, Companies, Deep Learning, Health & Related Life Sciences, Human-Computer Interaction, Machine Learning, Patient Care, Point-of-Care, Software

Smart Traffic Control Software

Machine-learning based methods to improve traffic flow through adaptive signal control.

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Keywords:

Automotive, Software, Machine Learning, Smart Cities, Deep Learning

Color Sandbox: Smart Swatch Builder

The two inventions captured in this technology allow for the representation, learning, and interactive editing of color palettes through a novel interface for creating color themes.

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Keywords:

Software, Computer Graphics, Animation, Neural Networks, Deep Learning, Artificial Intelligence (AI), Machine Learning

VPRI Contact

Staff

Jennifer Fraser

Director, Innovations
Innovations & Partnerships Office (IPO)
(416) 946-5515