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Neuromorphic Computing: Future of Brain-Inspired AI Technology
Explore how Neuromorphic Computing is redefining AI with brain-inspired chips, ultra-low power consumption, and real-time learning for edge AI applications.

Feature | Traditional Computing | Neuromorphic Computing |
---|---|---|
Architecture | Sequential | Parallel |
Power Efficiency | High consumption | Low consumption |
Learning Ability | Predefined algorithms | Adaptive, real-time learning |
Data Processing | Separate memory and processing | Integrated memory and processing |
Feature | Traditional Chips | Neuromorphic Chips |
---|---|---|
Power Consumption | High | Ultra-low |
Processing Speed | Variable | Near real-time |
Learning Capability | Limited | Continuous |
Adaptability | Fixed | Dynamic |
PUBLIC HOLIDAY | DATES FOR 2024 | TRADING DAY[1] | SETTLEMENT ACTIVITY – ASX Settlement (CHESS) | SETTLEMENT ACTIVITY – ASX Clear (Derivatives) | BUSINESS DAY[2] |
New Year’s Day | Monday 1 January | CLOSED | No Settlement | No Settlement | NO |
Australia Day | Friday 26 January | CLOSED | No Settlement | No Settlement | NO |
Good Friday | Friday 29 March | CLOSED | No Settlement | No Settlement | NO |
Easter Monday | Monday 1 April | CLOSED | No Settlement | No Settlement | NO |
ANZAC Day | Thursday 25 April | CLOSED | No Settlement | No Settlement | NO |
King’s Birthday | Monday 10 June | CLOSED | No Settlement | No Settlement | NO |
Last Business day before Christmas Day | Tuesday 24 December | CLOSE EARLY[3] | Settlement | Settlement | YES |
Christmas Day | Wednesday 25 December | CLOSED | No Settlement | No Settlement | NO |
Boxing Day | Thursday 26 December | CLOSED | No Settlement | No Settlement | NO |
Last Business day of the Year | Tuesday 31 December | CLOSE EARLY[4] | Settlement | Settlement | YES |
Synsense have merged with Inivation, a rival DVS maker.![]()
PROPHESEE | Metavision Technologies
REVEAL THE INVISIBLE with the world's most advanced neuromorphic vision system, inspired by human vision and built on the foundation of neuromorphic engineering. PROPHESEE gives Metavision to machines, revealing what was previously invisible to them.www.prophesee.ai
What are prophesee currently using that allows 2mW sensing power consumption?
Also good to see they have brainchip listed as a partner. Synsense who they have previously partnered with arent listed
Hi FMF,Surely not already
Can't find details of what the real time accelerators are. Probs not us but....musing if they were an early NDA and been developing the "B" model which will go to market next year I think and if they had developed and tested and prepped for market then would need a licence obviously.
Could also explain the minimal up front licence fee and higher royalty if was a product ready for sale as royalties would be expected sooner
Stranger things have happened I guess haha
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#spacecomputing #grmon4 #sparc #riscv #noelv #leon3ft | Frontgrade Gaisler
Our latest GRMON4 debug tool offers enhanced control over SPARC LEON and RISC-V NOEL processors. With advanced features such as advanced breakpoints, GUI, and support for JTAG, Ethernet, and SpaceWire debug connections, it provides a comprehensive debugging experience. A notable addition is...www.linkedin.com
Frontgrade Gaisler
4,543 followers
21h
Our latest GRMON4 debug tool offers enhanced control over SPARC LEON and RISC-V NOEL processors. With advanced features such as advanced breakpoints, GUI, and support for JTAG, Ethernet, and SpaceWire debug connections, it provides a comprehensive debugging experience. A notable addition is the capability to debug all three processing elements in the new GR716B microcontroller, including the LEON3FT main processor and the two embedded Real Time Accelerators.
Congratulations to Arvid Björkengren and Anton Bäckström for the release of this brand new product! #spacecomputing #grmon4 #sparc #riscv #noelv #leon3ft Explore these new features on our updated website: [https://lnkd.in/dwuH3Pzn)
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GR716B | Gaisler
The GR716B is a radiation-hardened microcontroller featuring the fault-tolerant LEON3FT SPARC V8 processor and two Real-Time Accelerators.www.gaisler.com
Real Time Accelerators
The GR716B includes two real-time accelerators (RTA), whose function is off-loading the main LEON3 processor of demanding real-time control tasks. Each RTA has access to tightly coupled memories for instruction and data, thereby allowing single-cycle access and facilitating the design of realtime application software. This also enables control of multiple real-time critical applications from one and the same RTA.
Oh well...back in it again it seems.Hi FMF,
"Real time control tasks" and "instructions and data" sounds more like a program-controlled processor.
Bravo
Hi DHi FMF,
"Real time control tasks" and "instructions and data" sounds more like a program-controlled processor.
Without digging into it, my first guess would be microcontroller unit (MCU) processors which often have a limited dedicated purpose, but then I decided to do a bit of digging:Hi D
What type of accelerators would fit the description at best guess?
From their docs, no direct info other than the comparison between the older "A" and this "B" shows the RTAs are a new addition at least.
Wonder if Akida could replace those at some point then?
View attachment 74515
View attachment 74516
Btw...the cat box was in jest![]()
Thanks for getting out the shovelWithout digging into it, my first guess would be microcontroller unit (MCU) processors which often have a limited dedicated purpose, but then I decided to do a bit of digging:
https://www.design-reuse-embedded.c...ys-develops-risc-v-core-looks-to-ai-in-space/
Mar. 06, 2024 –
By Nick Flaherty, eeNews Europe (March 1, 2024)
Imsys in Sweden has developed a RISC-V processor core and is part of a project to develop an AI accelerator in space.
Imsys points to a general EU strategy to invest more in the open RISC-V technologyt to strengthen technical independence, stimulate economic growth and increase the pace of innovation, and Imsys is currently applying for EU projects where this is a strength.
RISC-V is also important for designers building chips for space applications, where Imsys works with the Swedish Space Agency and Frontgrade Gaisler and the European Space Agency (ESA).
https://www.frontgrade.com/news/fro...sys-collaborate-integrate-ai-space-technology
Frontgrade Gaisler and Imsys Collaborate to Integrate AI into Space Technology
20231017
The joint effort by Frontgrade Gaisler and Imsys, both Sweden-based companies, has the potential to make substantial advancements in space technology in two key areas – enhancing AI in space applications and using accelerator technology to optimize system design.
“Working together with the deep competencies at Frontgrade Gaisler, the expert in rugged space applications, is a win-win that will help us provide better solutions and open up new market opportunities -- space, rugged applications, AI, etc..” said Jonas Wӕrn, Chief Executive Officer of Imsys AB. “This is Imsys’ first customer for our new accelerator and of great strategic importance to us. The collaboration will focus on verifying Imsys’ design as well as its ‘on silicon’-construction.”
Because the space industry often faces lengthy development cycles, especially for sophisticated components, adaptable accelerators are essential to keeping pace with AI's rapid evolution. Integrating Imsys’ accelerators into avionics systems would enable more onboard computations, enhancing system responsiveness and optimizing communication efficiency by reducing data transfer between spacecraft and ground stations.
“The opportunity to integrate the Imsys accelerator into our microprocessors aligns with Gaisler’s dedication to advancing space technology,” said Sandi Habinc, General Manager at Frontgrade Gaisler. “Integrating AI computing elements into space avionics systems is a key focus for our future product offerings.”
While many current space systems combine an advanced System on a Chip (SoC) with programmable logic to reduce sensor-to-microprocessor data, the Frontgrade Gaisler and Imsys collaboration aims to eliminate the need for separate programmable logic by successfully integrating hardware accelerator technology into the SoC to streamline the data reduction process and achieve to project’s goal.
Imsys AB is active in the development and design of microprocessors. The company creates solutions for managing information, especially large amounts of data. The company's proprietary and flexible microprocessors have historically been used for highly specialized applications and are now found in AI applications.
##########################
This (RISC-V) would be softwate AI.
https://www.linkedin.com/posts/imsy...laboration-activity-7120064353860513792-pIBI/
Imsys ABImsys AB356 followers356 followers1yr • Edited • 1 year ago
Follow
We are very proud to announce our collaboration with Frontgrade Gaisler to integrate AI accelerators into space technology. This is within the project "New Accelerated Applications in Space".
So in October last year FG and Imsys teamed up to produce RISC-V systems with AI accelerator MPUs.
Within a year or so, FG is flirting with Akida ... "F" is for "fickle".
Let meowt!
Dodgy.Without digging into it, my first guess would be microcontroller unit (MCU) processors which often have a limited dedicated purpose, but then I decided to do a bit of digging:
https://www.design-reuse-embedded.c...ys-develops-risc-v-core-looks-to-ai-in-space/
Mar. 06, 2024 –
By Nick Flaherty, eeNews Europe (March 1, 2024)
Imsys in Sweden has developed a RISC-V processor core and is part of a project to develop an AI accelerator in space.
Imsys points to a general EU strategy to invest more in the open RISC-V technologyt to strengthen technical independence, stimulate economic growth and increase the pace of innovation, and Imsys is currently applying for EU projects where this is a strength.
RISC-V is also important for designers building chips for space applications, where Imsys works with the Swedish Space Agency and Frontgrade Gaisler and the European Space Agency (ESA).
https://www.frontgrade.com/news/fro...sys-collaborate-integrate-ai-space-technology
Frontgrade Gaisler and Imsys Collaborate to Integrate AI into Space Technology
20231017
The joint effort by Frontgrade Gaisler and Imsys, both Sweden-based companies, has the potential to make substantial advancements in space technology in two key areas – enhancing AI in space applications and using accelerator technology to optimize system design.
“Working together with the deep competencies at Frontgrade Gaisler, the expert in rugged space applications, is a win-win that will help us provide better solutions and open up new market opportunities -- space, rugged applications, AI, etc..” said Jonas Wӕrn, Chief Executive Officer of Imsys AB. “This is Imsys’ first customer for our new accelerator and of great strategic importance to us. The collaboration will focus on verifying Imsys’ design as well as its ‘on silicon’-construction.”
Because the space industry often faces lengthy development cycles, especially for sophisticated components, adaptable accelerators are essential to keeping pace with AI's rapid evolution. Integrating Imsys’ accelerators into avionics systems would enable more onboard computations, enhancing system responsiveness and optimizing communication efficiency by reducing data transfer between spacecraft and ground stations.
“The opportunity to integrate the Imsys accelerator into our microprocessors aligns with Gaisler’s dedication to advancing space technology,” said Sandi Habinc, General Manager at Frontgrade Gaisler. “Integrating AI computing elements into space avionics systems is a key focus for our future product offerings.”
While many current space systems combine an advanced System on a Chip (SoC) with programmable logic to reduce sensor-to-microprocessor data, the Frontgrade Gaisler and Imsys collaboration aims to eliminate the need for separate programmable logic by successfully integrating hardware accelerator technology into the SoC to streamline the data reduction process and achieve to project’s goal.
Imsys AB is active in the development and design of microprocessors. The company creates solutions for managing information, especially large amounts of data. The company's proprietary and flexible microprocessors have historically been used for highly specialized applications and are now found in AI applications.
##########################
This (RISC-V) would be softwate AI.
https://www.linkedin.com/posts/imsy...laboration-activity-7120064353860513792-pIBI/
Imsys ABImsys AB356 followers356 followers1yr • Edited • 1 year ago
Follow
We are very proud to announce our collaboration with Frontgrade Gaisler to integrate AI accelerators into space technology. This is within the project "New Accelerated Applications in Space".
So in October last year FG and Imsys teamed up to produce RISC-V systems with AI accelerator MPUs.
Within a year or so, FG is flirting with Akida ... "F" is for "fickle".
Monday and "Tuesday" dummkopf..Ps: I know, Monday and Thursday are trading days… but better Sooner than later![]()
BasherMonday and "Tuesday" dummkopf..