Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition

S Grossberg - Progress in brain research, 2007 - Elsevier
A key goal of computational neuroscience is to link brain mechanisms to behavioral
functions. The present article describes recent progress towards explaining how laminar …

Consciousness CLEARS the mind

S Grossberg - Neural Networks, 2007 - Elsevier
A full understanding of consciousness requires that we identify the brain processes from
which conscious experiences emerge. What are these processes, and what is their utility in …

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 …

[PDF][PDF] Beta oscillations and hippocampal place cell learning during exploration of novel environments

S Grossberg - Hippocampus, 2009 - sites.bu.edu
The functional role of synchronous oscillations in various brain processes has attracted a lot
of experimental interest. Berke et al.(2008) reported beta oscillations during the learning of …

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 …

[HTML][HTML] KInNeSS: A modular framework for computational neuroscience

M Versace, H Ames, J Léveillé, B Fortenberry… - Neuroinformatics, 2008 - Springer
Making use of very detailed neurophysiological, anatomical, and behavioral data to build
biologically-realistic computational models of animal behavior is often a difficult task. Until …

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 …