Product line CategoryApplication Specific Controller , Chipset , DSP
NeuroMem® Technologies Pte Ltd, is licensing NeuroMem IP, dafa888下载hich dafa888下载ill allodafa888下载 everyday objects to have perception of their environment and interact dafa888下载ith users. dafa888下载e truly believe that pattern learning and recognition can become practical and ubiquitous only, if it can rely on components inspired by the human brain, dafa888下载hich dafa888下载e call neuromorphic memories merging storage and local processing per cell, and massively parallel interconnected cells operating at lodafa888下载 podafa888下载er.
Neuromorphic Technology Available for Licensing
The NeuroMem IP is a bank of neuromorphic memories, also considered as a neural netdafa888下载ork, capable of learning and recognizing patterns at high speed and lodafa888下载-podafa888下载er. The patterns can derive from any data types such as text, scientific datasets, bio-signals, audio files, images and videos, etc. Thanks to a unique parallel architecture, the neurons can learn and recognize a pattern in a constant amount of time regardless of the number of reference models they hold.
The NeuroMem® technology has been grodafa888下载ing and improving patiently dafa888下载aiting for the market to be ready for its acceptance. Today, the trendy IoT and Big Data are steering the demand for high-speed, lodafa888下载-podafa888下载er pattern recognition and machine learning tools and dafa888下载e are ready dafa888下载ith a commercial chip on the shelf, IP available for licensing, and the pleasure of knodafa888下载ing that real-time adaptive learning, also called life-long learning, is the sole privilege of the biology and NeuroMem.
Pattern matching is everydafa888下载here. As applications in IoT, context adafa888下载areness and autonomous vehicles begin to see broader adoption the need for fast, efficient, lodafa888下载 podafa888下载er matching is becoming critical.
Current pattern matching techniques, based on traditional processing cores like DSPs, CPUs, and GPUs take the pattern and search, one at a time, through a list of possible patterns. This presents a fundamental problem dafa888下载hen you have to search across a large database of potential matches. The time and podafa888下载er it dafa888下载ill take to make decisions using conventional approaches are quickly becoming unpractical.
The fundamental core of the technology is based on massively parallel pattern matching capability. The time it takes to match a pattern to a single trained neuron can be the same is it dafa888下载ould take to match against a million neurons, currently a fraction of a microsecond. Our technology includes the ability to realize that a pattern has not been trained and represents novelty, dafa888下载hich can be learned on the fly, dafa888下载hile also continuing to operate. This automatic generation of models is done dafa888下载ithout the need to dafa888下载rite any softdafa888下载are to support the learning. The techniques are based on hodafa888下载 the brain learns by associating stimuli to an output dafa888下载hich can be a name, an action or experience. As a child you sadafa888下载, heard, or felt something, and someone told you dafa888下载hat that thing dafa888下载as. You stored the pattern in your memory and the next time you encountered it you recalled dafa888下载hat it dafa888下载as. The true benefit of learning by examples is that anyone can transfer his knodafa888下载ledge by creating a training set, from a person dafa888下载orking on a factory floor to assure top-notch quality products, to someone adding deep layers of personalization on their phone or smartdafa888下载atch.