Crystalline IGZO ceramics (crystalline oxide semiconductor)–based devices for artificial intelligence

S Yamazaki, S Ohshita, M Oota, H Baba… - … Journal of Ceramic …, 2019 - Wiley Online Library
In 2009, a crystalline oxide semiconductor with a layered structure, which we refer to as c‐
axis–aligned crystalline indium‐gallium‐zinc oxide (CAAC‐IGZO), was first discovered …

Methods and apparatus for autonomous robotic control

M Versace, A Gorshechnikov, G Livitz… - US Patent 9,626,566, 2017 - Google Patents
Sensory processing of visual, auditory, and other sensor information (eg, visual imagery,
LIDAR, RADAR) is conventionally based on “stovepiped,” or isolated processing, with little …

Systems and methods to enable continual, memory-bounded learning in artificial intelligence and deep learning continuously operating applications across networked …

M Luciw, S Olivera, A Gorshechnikov, J Wurbs… - US Patent …, 2024 - Google Patents
Abstract Lifelong Deep Neural Network (L-DNN) technology revolutionizes Deep Learning
by enabling fast, post-deployment learning without extensive training, heavy computing …

Methods and apparatus for autonomous robotic control

M Versace, A Gorshechnikov - US Patent 10,083,523, 2018 - Google Patents
Sensory processing of visual, auditory, and other sensor information (eg, visual imagery,
LIDAR, RADAR) is conventionally based on “stovepiped,” or isolated processing, with little …

Methods and apparatus for early sensory integration and robust acquisition of real world knowledge

A Gorshechnikov, M Versace, T Barnes - US Patent 10,300,603, 2019 - Google Patents
The systems and methods disclosed herein include a path integration system that calculates
optic flow, infers angular velocity from the flow field, and incorporates this velocity estimate …

[HTML][HTML] Neuromorphic on-chip recognition of saliva samples of COPD and healthy controls using memristive devices

PS Zarrin, F Zahari, MK Mahadevaiah, E Perez… - Scientific reports, 2020 - nature.com
Abstract Chronic Obstructive Pulmonary Disease (COPD) is a life-threatening lung disease,
affecting millions of people worldwide. Implementation of Machine Learning (ML) techniques …

A unified hardware/software co-design framework for neuromorphic computing devices and applications

JS Plank, GS Rose, ME Dean… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
With the death of Moore's law, the computing community is in a period of exploration,
focusing on novel computing devices, paradigms, and techniques for programming. The …

Online, incremental real-time learning for tagging and labeling data streams for deep neural networks and neural network applications

L Neves, L Debeasi, HA Versace, J Wurbs… - US Patent …, 2022 - Google Patents
Today, artificial neural networks are trained on large sets of manually tagged images.
Generally, for better training, the training data should be as large as possible. Unfortunately …

Methods and apparatus for autonomous robotic control

M Versace, A Gorshechnikov - US Patent 10,503,976, 2019 - Google Patents
Sensory processing of visual, auditory, and other sensor information (eg, visual imagery,
LIDAR, RADAR) is conventionally based on “stovepiped,” or isolated processing, with little …

Methods and apparatus for iterative nonspecific distributed runtime architecture and its application to cloud intelligence

A Gorshechnikov, M Versace, HA Versace… - US Patent …, 2019 - Google Patents
The system and methods disclosed herein include a runtime architecture that takes a
nonspecific set of systems of differential equations, distributes them across the network, and …