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Some amazing hardware is being designed to accelerate AI/ML, most of which features large numbers of MAC units. Given that MAC units are like the lego blocks of digital math, they are also useful for a number of other applications. System designers are waking up to the idea of repurposing AI accelerators for DSP functions such as … Read More
For a long time, memories were the primary technology driver for process development. If you built memories, you got access to cutting-edge process information. If you built other products, this could give you a competitive edge. In many cases, FPGAs are replacing memories as the driver for advanced processes. The technology… Read More
The market opportunities for machine learning hardware are becoming more succinct, with the following (rather broad) categories emerging:
Last week I attended the Linley Fall Processor Conference held in Santa Clara, CA. This blog is the first of three blogs I will be writing based on things I saw and heard at the event.
In April, Flex Logix announced its InferX X1 edge inference co-processor. At that time, Flex Logix announced that the IP would be available and that a chip,… Read More
In the old days, product architects would throw a functional block diagram “over the wall” to the design team, who would plan the physical implementation, analyze the timing of estimated critical paths, and forecast the signal switching activity on representative benchmarks. A common reply back to the architects was, “We’ve… Read More
eFPGA stands for embedded Field Programmable Grid Arrays. An eFPGA is a programmable device like an FPGA but rather than being sold as a completed chip it is licensed as a semiconductor IP block. ASIC designers can license this IP and embed it into their own chips adding the flexibility of programmability at an incremental cost.… Read More
Dr. Cheng Wang, Co-Founder and SVP Engineering at Flex Logix, presented the second talk in the ‘AI at the Edge’ session, at the just concluded Linley Spring Processor Conference, highlighting the InferX X1 Inference Co-Processor’s high throughout, low cost, and low power. He opened by pointing out that existing inference solutions… Read More
The basic principles used for neural networks have been understood for decades, what have changed to make them so successful in recent years are increased processing power, storage and training data. Layered on top of this is continued improvement in algorithms, often enabled by dramatic hardware performance improvements.… Read More
Frequent Semiwiki readers are well aware of the industry momentum behind machine learning applications. New opportunities are emerging at a rapid pace. High-level programming language semantics and compilers to capture and simulate neural network models have been developed to enhance developer productivity (link). Researchers… Read More
Machine learning applications in data centers (or “the cloud”) have pervasively changed our environment. Advances in speech recognition and natural language understanding have enabled personal assistants to augment our daily lifestyle. Image classification and object recognition techniques enrich our social media experience,… Read More
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[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
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[_behaviors:protected] =>
)
)
[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[_previousValues:protected] => Array
(
)
[_options:protected] => Array
(
)
[_deleted:protected] =>
[_readOnly:protected] =>
[_writePending:protected] =>
[_writeRunning:protected] =>
[_errors:protected] => Array
(
)
[_whenSaveable:protected] => Array
(
)
[_cascadeSave:protected] => Array
(
)
[_behaviors:protected] =>
)
)
[populated:protected] => 1
)