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2024 BrainChip Discussion, page-5230

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Fact Finder

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17/05/24

10:18

Post #: 73872503
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Originally posted by Fact Finder: ↑

“V. CONCLUSION
Developing a real-time and power-efficient hardware- based implementation of a pattern-recognition engine has been of paramount importance for e-nose systems. This paper presents an application of an event-based neuromorphic approach for the encoding and classification of e-nose data. The proposed solution consists of a data-to-event encoder that implements AERO and SF-based event encoding of continuous multi-variate sensor array responses and a two-layer SNN-based classifier that implements bio-inspired learning to identify and classify repeating patterns in the event-encoded sensor responses. When applied to the MedNose dataset, the SNN-based classifier identified ten different bacteria types with a classification accuracy of 97.42%. The system outperforms the accuracy of previous implementations, which require a 20-sample window and achieve 96.2% classification accuracy [2], whilst only requiring a single sample for classification. The SNN model was validated on the Akida NSoC and recorded a dynamic power consumption of 24.5 mW and a throughput of 181 inferences per second. Such a system could significantly speed up disease diagnosis in the real world whilst achieving state-of-the-art classification performance“

https://brainchip.com/wp-content/uploads/2023/11/Bacteria-in-Blood-research-paper_Final.pdf

Say whatever you want but the so called analyst who rubbished AKIDA technology and stated “what’s a neuromorphic chip anyway” has had his epitaph already written ‘Here lies a fool of the first order.”

No other technology on the market comes within a bulls roar of being able to match the performance of even the first generation AKIDA technology.

My opinion only DYOR

Fact Finder

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And for more recent investors or those who don’t know or remember AERO is the work of the great minds that have created the AKIDA technology:

A hardware-deployable neuromorphic solution for encoding and classification of electronic nose data
A Vanarse, A Osseiran, A Rassau, P van der Made - Sensors, 2019 - mdpi.com
… One of the most significant contributions of this study is the development of AERO, an AER-based data-to-spike encoder for olfaction data. The operating principle of AERO is based on …

My opinion only DYOR

Fact Finder

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2024 BrainChip Discussion, page-5230

A hardware-deployable neuromorphic solution for encoding and classification of electronic nose data

Actinogen Medical ramps up Alzheimer’s treatment trials, targeting fast-track global approvals

Week 40 Wrap: China's nonsensical stimmy hype wanes (shocking!); HotCopper's picks; oil & inflation

Cokal upgrades infrastructure for BBM ramp-up in Indonesia

Solstice Minerals to ramp up drilling campaign at Yarri Gold Project

Coda Minerals (ASX:COD) enters rights issue to further exploration in South Australia

White Cliff jumps 24% on 'bonanza grade' copper rock chips at Rae project, Canada

Neurotech knocked back by FDA as agency declares target condition not rare enough for special status

Recce eyes Indonesia for novel anti-infective as Indo-Aus ties grow stronger

BCI reaches close of funding facility for salt-first part of Mardie project

Buxton projects new graphite province discovery at WA Narryer play

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2024 BrainChip Discussion, page-5230

A hardware-deployable neuromorphic solution for encoding and classification of electronic nose data

Top Stories

Actinogen Medical ramps up Alzheimer’s treatment trials, targeting fast-track global approvals

Week 40 Wrap: China's nonsensical stimmy hype wanes (shocking!); HotCopper's picks; oil & inflation

Cokal upgrades infrastructure for BBM ramp-up in Indonesia

Solstice Minerals to ramp up drilling campaign at Yarri Gold Project

Coda Minerals (ASX:COD) enters rights issue to further exploration in South Australia

White Cliff jumps 24% on 'bonanza grade' copper rock chips at Rae project, Canada

Neurotech knocked back by FDA as agency declares target condition not rare enough for special status

Recce eyes Indonesia for novel anti-infective as Indo-Aus ties grow stronger

BCI reaches close of funding facility for salt-first part of Mardie project

Buxton projects new graphite province discovery at WA Narryer play

Featured News

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