Neural network processing element incorporating compute and local memory elements

A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A novel and useful neural network (NN) processing core adapted to
implement artificial neural networks (ANNs) and incorporating processing circuits having …

System and method of memory access of multi-dimensional data

A Baum, O Danon - US Patent 11,461,615, 2022 - Google Patents
A novel and useful system and method of accessing multi-dimensional data in memory. The
invention is applicable to neural network (NN) processing engines adapted to implement …

Neural network unit with neural memory and array of neural processing units that collectively perform multi-word distance rotates of row of data received from neural …

GG Henry, KC Houck - US Patent 10,395,165, 2019 - Google Patents
N processing units (PU) each have an arithmetic unit (AU) that performs an operation on
first, second and third inputs to generate a result to store in an accumulator having an output …

Neural network unit that performs efficient 3-dimensional convolutions

GG Henry, KC Houck - US Patent 10,417,560, 2019 - Google Patents
A neural network unit convolves a H× W× C input with FR× S× C filters to generate FQ× P
outputs. N processing units (PU) each have a register receiving a memory word and a …

Consolidating multiple neurosynaptic core circuits into one reconfigurable memory block maintaining neuronal information for the core circuits

FA Akopyan, RAI Rivera, JV Arthur, AS Cassidy… - US Patent …, 2017 - Google Patents
Embodiments of the invention relate to a neural network circuit comprising a memory block
for maintaining neuronal data for multiple neurons, a scheduler for maintaining incoming …

Neural network processor incorporating inter-device connectivity

A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2023 - Google Patents
US11675693B2 - Neural network processor incorporating inter-device connectivity - Google
Patents US11675693B2 - Neural network processor incorporating inter-device connectivity …

Data driven quantization optimization of weights and input data in an artificial neural network

A Baum, O Danon, D Ciubotariu, M Grobman… - US Patent …, 2022 - Google Patents
A novel and useful system and method of data driven quantization optimization of weights
and input data in an artificial neural network (ANN). The system reduces quantization …

Neural network processor incorporating multi-level hierarchical aggregated computing and memory elements

A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A novel and useful neural network (NN) processing core adapted to
implement artificial neural networks (ANNs). The NN processor is constructed from self …

Scene understanding using a neurosynaptic system

A Andreopoulos, R Appuswamy, P Datta… - US Patent …, 2016 - Google Patents
Embodiments of the invention provide a method for scene understanding based on a
sequence of image frames. The method comprises converting each pixel of each image …

Feature extraction using a neurosynaptic system for object classification

R Appuswamy, SK Esser, DS Modha - US Patent 9,798,972, 2017 - Google Patents
Embodiments of the invention provide a neurosynaptic system comprising a first set of one
or more neurosynaptic core circuits configured to receive input data comprising multiple …