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Hardware alterations: Unintended, apparent advantageous adaptations

After many (many) years of resisting temptation, followed by sowing seeds via succumbing to irresistible, gently-used-on-eBay prices for both generations of Schiit’s Mani phono preamp:
I’ve recently reconnected with the “vinyl” infatuation of my youth. Sorry, audiophiles, you’re still not going to convince me that records “sound better” than lossless (in reality, preferably perceptibly, minimally), large sample size, and high sample rate digital files, whether locally stored or Internet-streamed. In my contrarian opinion, in fact, the claimed “warmth” of the stylus (aka, “needle”)-delivered music is fundamentally a reflection of its measurably degraded SNR and other distortion measures versus more pristine digital alternatives, akin to guitar players clinging to archaic amp-and-speaker sets and recording engineers preferring ancient mics.
So why have I gone back “down the rabbit hole”, then? It’s because, access inconvenience (vs digital) aside, there’s something fundamentally tactile-titillating and otherwise sensory-pleasing (at least to a memory-filled “old timer” like me) to carefully pulling an LP out of its sleeve, running a fluid-augmented antistatic velvet brush over it, lowering the stylus onto the disc and then sitting back to audition the results while perusing the album cover’s contents. I’m not going to admit publicly how many (dozen) albums I’ve already accumulated while also striving to suppress ruminations on the dozens of albums I donated a few dozen years ago. I’ve also acquired several turntables, both belt- and direct-drive in design, which I’ll assuredly be showcasing in future write-ups.
The two turntablesThe first, Audio-Technica’s AT-LP60XBT, is the star of this piece:
My wife actually bought the AT-LP60XBT for me a while ago, along with a rare, sealed copy of “Buckingham Nicks,” Lindsey Buckingham, and Stevie Nicks’ only album prior to joining Fleetwood Mac. I finally dug it out of storage and fired it up earlier this year. Audiophiles are both cringing and chuckling at this point because it’s admittedly an entry-level model, both in comparison to upscale options from Audio-Technica’s own product line (that latest transparent turntable is wild, eh?) and examples from other manufacturers—my Fluance RT85, for example:
That said, it’s fully automatic in operation, which is great when we just want to listen to music, not bothering with the added minutia of manually placing the stylus on the disc prior to playing it and then returning the headshell (along with its mated tonearm) to rest afterward. And, referencing the “BT” portion of the product name, the AT-LP60XBT’s inclusion of both wired (albeit not with user-selectable integrated preamp bypass support for an external preamp such as one of the Schiit units mentioned earlier, a feature which its AT-LP70XBT successor offers) and wireless over both SBC and higher quality albeit baseline aptX Bluetooth codecs (audiophiles out there are really cringing now) affords it expanded connectivity and location flexibility.
Cartridge optionsOne key reason why the AT-LP60XBT is viewed as an “entry-level” turntable (aka, “record player”) is that it doesn’t support user upgrade of the (also entry-level) cartridge that originally came with it. Then again, that same inflexibility also means that AT-LP60XBT owners never need to bother with tracking force and antiskating control settings. The topics of cartridges and the styli they mate with, I quickly learned upon reconnecting with turntable technology, provide no shortage of opinions, debate, disagreement, and diatribes within the “vinyl” community.
Two main cartridge options exist: moving magnet and higher-end moving coil. They work similarly, at least in concept: in conjunction with the paired stylus, they transform physical info encoded onto a record via groove variations into electrical signals for eventual reproduction over headphones or a set of speakers. Differences between the two types reflect construction sequence variance of the cartridge’s two primary subsystems—the magnets and coils—and are reflected (additionally influenced by other factors such as cantilever constituent material and design) not only in perceived output quality but also in other cartridge characteristics such as output signal strength and ruggedness.
Stylus optionsOnce you’ve selected a particular cartridge technology, manufacturer, and model, you then need to pick the stylus (or styli…keep reading) for that cartridge. Again, two primary needle heads (the tip of the stylus, which makes contact with the record groove) types—conical and elliptical—exist, a topic which I’ll discuss in more detail shortly, but other, higher-end (at a much higher cost) options are also available. And then there are both nude (solid diamond) and bonded (metal with a diamond tip) needle construction options…terminating in either a round or square stylus shank…it’s enough to cause a headache. I’d even read about turntable owners who keep at close reach multiple styluses (and even cartridges, for the true fanatics) options for on-the-fly interchange, depending on what disc is to be played next! Therefore, I guess, another advantage to the AT-LP60XBT: fewer options (and combinations of them) to fuss about. Hold that thought.
As previously mentioned, the cartridge in this case (a variant of the AT3600L) is permanently integrated with the headshell (which is also permanently integrated with the tonearm):
The included ATN3600LC stylus is conical, with characteristics Audio-Technical describes thusly:
A good all-rounder, literally. Its head is rounded with a radius of around 0.6 mil which touches the centre of the record groove walls, though 78 RPM records will need a much larger needle. Conical styli are often more budget friendly, producing a rich, solid sound.
Here’s, from Fluance, a conceptual picture of what the conical needle head looks like in-groove:
Styli eventually wear out and need to be replaced:
And for alternative upgrade (at the tradeoff of shorter usable life prior to needed replacement), Audio-Technica also offers an elliptical stylus, the ATN3600LE, for the AT3600L cartridge:
Here’s how Audio-Technica describes the underlying elliptical needle head technology:
The front part of the needle rides in the center of the record groove, while the smaller side makes more contact with the groove walls. This helps produce a more enveloping sound, as an Elliptical stylus tracks the vinyl grooves with greater precision.
Again, from Fluance, here’s an in-groove conceptual image for the elliptical needle head:
And here’s Fluance’s broader “take” on differences between various cartridge and styli options:
That said, my research had also uncovered recommendations for two elliptical stylus alternatives to the ATN3600LE for the AT3600L; the comparably priced LP Gear CFN3600LE:
and lower cost (albeit, from my research, functionally equivalent) Pfanstiehl 4211-DE:
I, of course, went with the cheaper $29 option
Once I had both styli in my hands, I did audition comparisons between them on several pristine LPs typifying various music genres. Did I discern any differences? Not really, honestly. That said, my listening approach was admittedly casual, not critical. And again, the cartridge and broader turntable are entry-level. So, did that mean I’d wasted $29? Not at all, as it turned out.
The key word here is pristine. Most of the vinyl I’ve so-far acquired has been brand new, so that I don’t inherit the previous owner’s (or owners’) extended listening and potential poor handling wear-and-tear outcomes. But in a few cases, I’ve gone with used purchases for reasons such as:
- The album’s no longer in “pressing” production, so any (if at all) remaining new copies are outrageously expensive (example: Widespread Panic’s Light Fuse, Get Away), or
- On the other end of the spectrum, I might have come across a used copy whose vs-new low price I’d been unable to resist, so I’d decided to roll the dice and take a chance.
Take, for example, Rush’s Archives, a compilation of the band’s first three albums, Rush, Fly By Night, and Caress of Steel. The latter two standalone titles currently sell new for ~$30 each on Amazon; judging from scant and pricey ($138!) new inventory there, I suspect Rush is no longer in production. I can’t find Archives new on Amazon; on eBay, it’s selling (again, new) for $249 and up. Conversely, on Mercari (no, I never learn) I’d found a cosmetically decent (judging from photos and descriptions) copy for $22.95 minus a 10% promo coupon (plus shipping and tax).
I went for it. When it arrived, alas, it suffered from no shortage (albeit also not a superfluous amount) of “clicks” and “pops”, in spite of my diligent cleaning attempts. Disc two, unfortunately, also had a notable skip right in the middle of the eponymous title track. The apologetic seller offered me a $10 partial refund, which helped. That said, there still was the matter of the Fly By Night flaw. But then I remembered something else mentioned in my earlier stylus research.
Because conical styli only ride partway down in the record groove, they supposedly don’t capture all the available fidelity potential with pristine records. But that same characteristic turns out to be a good thing with non-pristine records, for which all manner of gunk has accumulated over time in the bottom of the groove. By riding above the dross, the conical needle head doesn’t suffer from its deleterious effects.
I glanced at the cartridge: yep, I had the elliptical stylus installed. I swapped it out for the conical counterpart: notably fewer “clicks” and “pops”. And apparently that same “lack of precision” also makes a conical stylus more immune to even more egregious groove flaws, because the skip was now completely gone, too. Prior sarcasm thus humbled by subsequent experience to the contrary, I now “keep at close reach both stylus options for on-the-fly interchange depending on what disc is to be played next.” With no shortage of associated chagrin. Ahem.
Lessons learnedWhy’d I tell this tale? Because, at least to me, it’s not just about turntable styli. As I thought back on the experience afterward, I realized that it more broadly exemplifies a situation that many of you (and certainly I) have likely experienced during past product development cycles. You make a design tweak, maybe just to save a few cents on the bill-of-materials cost. It delivers the desired outcome…or maybe it doesn’t. But inevitably, it also results in other (often ahead of time unforeseen) transformations to the product you’re working on, sometimes for the better, sometimes for the worse, and sometimes just making it different.
What situations like mine have you encountered in the past, and how have they informed your subsequent product development (and broader tactics-for-life) approaches? Let me and your fellow readers know in the comments!
—Brian Dipert is the Editor-in-Chief of the Edge AI and Vision Alliance, and a Senior Analyst at BDTI and Editor-in-Chief of InsideDSP, the company’s online newsletter.
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- Mega-cool USB-based turntable
- Vinyl vs. CD: Readers respond
- Audio myth: Vinyl better than CD?
- Vinyl vs. CD: More reader feedback
- Vinyl vs. CD myths refuse to die
The post Hardware alterations: Unintended, apparent advantageous adaptations appeared first on EDN.
Handle with care: Power and perils of compound semiconductors

In the realm of advanced electronics and photonics, compound semiconductors are the silent enablers of breakthrough performance in many applications. Built from materials like indium gallium arsenide (InGaAs) or gallium arsenide (GaAs), these semiconductors enable applications that are beyond the capabilities of silicon devices.
Examples include avalanche photodiodes (APDs) for ultra-sensitive infrared detection at eye-safe wavelengths. These are used in LiDAR, optical test equipment, optical communications, and laser range finders, for example.
But as useful as they are, APDs made from compound semiconductors have some vulnerabilities, all of which can be mitigated through careful storage, handling, and application. Handle them with care, and you will avoid compromised performance, reduced lifespan, or complete failure.
Here’s what you need to know to ensure these components give their best.
Figure 1 Compound semiconductors have unique characteristics that can lead to vulnerabilities, but all of these can be mitigated with appropriate storage, handling, and application. Source: Phlux Technology
Why compound semiconductors are more fragile than silicon
Compared to silicon, compound semiconductors are physically and chemically more delicate. Their crystal structure makes them brittle, so they’re more likely to crack or chip if dropped or mishandled. Chemically, they’re also more reactive, exposing them to moisture, dust, or skin oils can lead to surface degradation, which affects performance.
They also struggle with heat. Lower thermal conductivity and mismatched coefficients of expansion make them vulnerable to thermal shock. Moreover, poor soldering practices or rapid temperature changes can cause delamination or internal fractures. And because many compound semiconductor APDs operate at low voltages and high impedance, they’re exceptionally sensitive to electrostatic discharge (ESD). A tiny static zap, invisible to you, might silently destroy the device.
APDs: Your handling survival guide
- Watch out for static
ESD isn’t just a nuisance, it’s a silent killer. Always handle APDs in an ESD-safe environment. That includes grounded workbenches, wrist straps, anti-static mats, and maintaining relative humidity between 40–60% to prevent static buildup. Keep the devices in anti-static packaging until you’re ready to use them.
- Handle with a gentle touch
APDs are inherently a little fragile. Use appropriate tools such as tweezers or vacuum pickups and handle the correct areas: the can for TO-CAN packages, the edges for SMDs, and the ferrule (never the fiber) for fiber-pigtailed versions. Never apply pressure to the photosensitive area or exposed wire bonds.
Contamination, whether from skin oils or airborne particles, can degrade signal integrity, so wear gloves and work in cleanroom or semi-clean environments. If cleaning is necessary, use approved solvents or dry nitrogen with extreme care.
- Beware the heat
Thermal stress is one of the top killers of compound semiconductors. Always follow recommended soldering profiles using gradual temperature ramps to prevent cracking or delamination. Preheat boards before reflow soldering and allow cooling to happen slowly. Desoldering is especially risky because temperatures above 330°C, even for just a few seconds, can irreparably damage many APD packages.
- Store them smart
APDs are sensitive even when idle. Store them between 5°C and 30°C, with relative humidity below 60%. Use moisture-barrier bags with desiccant packs and humidity indicators whenever possible. If you remove them from their original packaging, ensure the alternative provides equivalent ESD and moisture protection.
For SMD APDs, pay close attention to their moisture sensitivity level (MSL). Devices stored for extended periods—especially over a year—should be visually inspected and electrically tested before use. And if the MSL safe exposure window has been exceeded, follow proper bake-out procedures before reflow soldering.
Package-specific recommendations
- TO-CAN APDs
These are relatively robust but not invincible. The transparent window is critical for light transmission and must be kept clean and scratch-free. Avoid applying excessive mechanical force to the can, and ensure mounting solutions (sockets, clips, or heat sinks) don’t stress the package. Good thermal management is especially important when operating at high optical power or bias voltage.
Figure 2 Even TO-CAN packaged APDs need careful handling, so it’s important to keep transparent windows clean and scratch-free. Source: Phlux Technology
- SMD APDs
These are compact and efficient, but they come with stricter handling requirements. Many come under MSL 2 or MSL 3 classifications, meaning they must be soldered within a limited time after exposure to air. If that window closes, you’ll need to bake them before soldering. Stick to soldering temperatures between 270–300°C and avoid brief spikes above 330°C.
- Fiber-pigtailed APDs
These versions come with an optical fiber attached, and the fiber is the most delicate part of the assembly. Never bend it below its minimum bend radius and always protect the end-face with a dust cap or ferrule cover. Even minor contamination at the tip can cause significant optical loss or permanent damage.
Best practices summary
- Use strict ESD precautions at every stage of handling.
- Avoid mechanical shocks, bending, or applying pressure in the wrong places.
- Store APDs in controlled temperature and humidity environments with proper packaging.
- Follow soldering guidelines carefully, including reflow and desoldering profiles.
- Keep optical fibers clean and protected from strain or contamination.
APDs built from compound semiconductors are extraordinary components and enablers of much of the technology we take for granted today. However, they also require more attention than their silicon-based cousins. If you handle them with the precision they deserve, you’ll be rewarded with reliable, high-quality results.
If not, the damage might not show up immediately but rear its head later. Handle with care to reap the full benefits of these devices, including those of the world’s most sensitive 1550-nm noiseless InGaAs APD sensors.
Christian Rookes is VP of marketing at Phlux Technology, a manufacturer of avalanche photodiode (APD) infrared sensors based in Sheffield, UK. He has over 25 years’ experience in technical marketing in semiconductors and optical communications. He holds two patents, including one related to impedance matching for laser diode circuits.
Related Content
- Photodiode Design Note
- Photodiodes and other Light Sensors, Part 1
- Photodiodes and other Light Sensors, Part 2
- Imec Taps Pinned Photodiode to Build a Better SWIR Sensor
- Avalanche Photodiode Innovations Target LiDAR Cost Challenges
The post Handle with care: Power and perils of compound semiconductors appeared first on EDN.
NPN Transistors Used as High-Side Switches (Photocouplers)
![]() | Just sharing a bit of a personal epiphany. While browsing through some old schematics at work as reference for a new design, I saw these photocoupler circuits with the NPN transistor outputs used as a high-side switch. I thought to myself "this design can't be right!" and after some research found the below documentation. The base is left floating and some magic from how the LED light affects the phototransistor section causes current to flow from the collector through the base which allows the NPN output to be used for both low-side or high-side configurations. Mind Blown. If anybody knows more about how the magic works, I'd love to read up. How Photocouplers / Optocouplers Are Used [link] [comments] |
eevBLAB 130 - Youtube Are FINALLY Demonetising AI Slop Channels?
Just bought this kit to make a speaker !
![]() | Found this on AliExpress so I don’t know how good it will be. But I’m learning electronics and electrical engineering so I think this will be a good easy project. [link] [comments] |
Hologram RGB
![]() | submitted by /u/weirdape [link] [comments] |
Not as crazy as some other projects here, but I wanted to share my first step into the digital world :)
![]() | submitted by /u/NSpeed__ [link] [comments] |
Weekly discussion, complaint, and rant thread
Open to anything, including discussions, complaints, and rants.
Sub rules do not apply, so don't bother reporting incivility, off-topic, or spam.
Reddit-wide rules do apply.
To see the newest posts, sort the comments by "new" (instead of "best" or "top").
[link] [comments]
Just discovered a diode bridge trick :)
![]() | I got a big old heavy transformer from a long decommissioned mainframe computer. Around 800-1000VA capable primary and a bunch of single and center-tapped secondaries. The strong secondary is a center tapped 88V one and I thought I utilize this somehow for my 2x LJM L20 amplifier modules. Then I recognized I only have 1x fat diode bridge (as 1 package) and a handful of Vishay Hexfred single diodes. But a classic Graetz bridge would give me +/- 44V rails so I needed a trick - and here it is. Reversing a classic bridge's 2 diodes on its left side, it gives me 2 positive rails (referenced to ground) which is perfect then for the 2 modules, voltages also just perfect. This still remains a 2-way rectifier, with a 100Hz pulse cycle (in Europe) and non-magnetizing with respect to the transformer's iron core, retaining great efficiency. Electronics is great !! [link] [comments] |
Small project, from a long time ago.
![]() | Small project with arduino unosmall project with arduino uno [link] [comments] |
КПІ ім. Ігоря Сікорського співпрацюватиме з ПУМБ
Співпраця сприятиме ще більшому розвитку університету у впровадженні технологій цифрового банкінгу, а також:
📌 практиці та стажуванню студентів у команді ПУМБ;
📌 дослідженню новітніх банківських продуктів і цифрового банкінгу, ризик-менеджменту, сталого фінансування тощо;
Робочі групи з гендерної рівності: напрями діяльності визначено
20 червня відбулася установча зустріч керівників робочих груп з гендерної рівності факультетів, навчально-наукових інститутів КПІ ім. Ігоря Сікорського. Вона пройшла під головуванням проректорки з навчальної роботи університету Тетяни Желяскової.
National Research Council of Canada signs MoU with Quebec’s C2MI and UK’s CSA Catapult
Зустріч з представниками турецької технологічної компанії ASPILSAN Enerji
🇺🇦🇹🇷 У КПІ ім. Ігоря Сікорського відбулася зустріч з представниками турецької технологічної компанії ASPILSAN Enerji.
Can microchannels, manifolds, and two-phase cooling keep chips happy?

Thermal management is an ongoing concern for many designs. The process usually begins with a tactic for dissipating or removing heat from the primary sources (mostly but not exclusively “chips”), then progresses to keeping the circuit-board assembly cool, and finally getting the heat out of the box and “away” to where it becomes someone else’s problem. Passive and active approaches are employed, involving some combination of active or passive convection, conduction (in air or liquid), and radiation principles.
The search for an effective cooling and thermal transfer solution has inspired considerable research. One direct approach uses microchannels embedded within the chip itself. This allows coolant, usually water, to flow through, efficiently absorbing and transferring heat away.
The efficiency of this technique is constrained, however, by the sensible heat of water. (“Sensible heat” refers to the amount of heat needed to increase the temperature of a substance without inducing a phase change, such as from liquid to vapor.) In contrast, the latent heat of phase change of water—the thermal energy absorbed during boiling or evaporation—is around seven times greater than its sensible heat.
Two-phase cooling with water can be achieved by using the latent heat transition, resulting in a significant efficiency enhancement in terms of heat dissipation. Maximizing the efficiency of heat transfer depends on a variety of factors. These include the geometry of the microchannels, the two-phase flow regulation, and the flow resistance; adding to the task, there are challenges in managing the flow of vapor bubbles after heating.
Novel water-cooling systemNow, a team at the Institute of Industrial Science at the University of Tokyo has devised a novel water-cooling system comprising three-dimensional microfluidic channel structures, using a capillary structure and a manifold distribution layer. The researchers designed and fabricated various capillary geometries and studied their properties across a range of conditions to enhance thin-film evaporation.
Although this is not the first project to use microchannels, it presents an alternative physical arrangement that appears to offer superior results.
Not surprisingly, they found that both the geometry of the microchannels through which the coolant flows and the manifold channels that control the distribution of coolant influence the thermal and hydraulic performance of the system. Their design centered on using a microchannel heat sink with micropillars as the capillary structure to enhance thin-film evaporation, thus controlling the chaotic two-phase flow to some extent and mitigating local dry-out issues.
This was done in conjunction with three-dimensional manifold fluidic passages for efficient distribution of coolant into the microchannels, Figure 1.
Figure 1 Microfluidic device combining a microchannel layer and a manifold layer. (A) Schematic diagrams of a microfluidic device. Scale bar: 5 mm. (B) Exploded view of microchannel layer and manifold layer. The heater is located on the backside of the substrate with parallel microchannels. Both the microchannel layer and manifold layer are bonded with each other to constitute the flow path. (C) The coolant flows between the manifolds and microchannels to form an N-shaped flow path. The capillary structures separate the vapor flow from the liquid thin film along the sidewall. The inset schematic shows the ordered two-phase flow under ideal conditions. Scale bar: 50 mm. (D) Cross-sectional schematic view of bonded device showing the heat and fluid flow directions. (E) Clamped device is mechanically tightened using bolts and nuts. (F) Images of clamped device showing the isometric, top, and side views. Scale bar, 1 cm. Source: Institute of Industrial Science at the University of Tokyo
Testing this arrangement requires a complicated electrical, thermal, and fluid arrangement, with clamps to put just the right calibrated pressure on the assembly for a consistent thermal impedance, Figure 2. They also had to allow time for start-up thermal transients to reach steady-state and take other test subtleties into account.
Figure 2 The test setup involved a complicated arrangement of electrical, thermal, mechanical, and fluid inputs and sensors, all linked by a LabVIEW application; top: system diagram; bottom: the actual test bench. Source: Institute of Industrial Science at the University of Tokyo
Their test process included varying key physical dimensions of the micropillars, capillary microchannels, and manifolds to determine optimum performance points.
It’s difficult to characterize performance with a single metric, Figure 3.
Figure 3 Benchmark of experimentally demonstrated critical heat flux and COP of two-phase cooling in microchannel using water. Zone 1 indicates the results in this work achieving efficient cooling by using a mass flow rate of 2.0 g/min with an exit vapor quality of 0.54. The other designs using manifolds marked by solid symbols in zone 2 consume hundreds of times of water with an exit vapor quality of around 0.1. The results of microstructure-enhanced designs are marked by open symbols in zone 3. Zone 4 shows the performance of typical single-phase cooling techniques. Source: Institute of Industrial Science at the University of Tokyo
One such number, the measured ratio of useful cooling output to the required energy input (the dimensionless coefficient of performance, or COP) reached up to 105, representing a meaningful advance over other water-channel cooling techniques that are cited in the references.
Details including thermal modeling, physics analysis, device fabrication, test arrangement, full data, results, and data discussion are in their paper “Chip cooling with manifold-capillary structures enables 105 COP in two-phase systems” published in Cell Reports Physical Science.
As noted earlier, this is not the first attempt to use microchannels to cool chips; it represents another approach to implementing this tactic. Do you think this will be viable outside of a lab environment in the real world of mass-volume production and liquid interconnections? Or will it be limited to a very small subset, if any, of enhanced chip-cooling solutions?
Bill Schweber is an EE who has written three textbooks, hundreds of technical articles, opinion columns, and product features.
Related content
- Stop blaming the supply for your dissipation woes
- My long-running affection for heat sinks
- Put a diamond topping on your die to avoid heat stroke
- What’s a “thermal jumper” do, anyway?
- Micropillar surface yields lower-temperature boiling, better heat shedding
The post Can microchannels, manifolds, and two-phase cooling keep chips happy? appeared first on EDN.
Applied Materials India and United Way Bengaluru Mark 10 Years of Rural Transformation in Kolar
- Rural Rising initiative has reached more than 350,000 individuals across Bangarpet and Mulabagilu Taluks
- New Taluk-Level Community Library launched to enhance educational access
Applied Materials India Private Limited in partnership with United Way Bengaluru (UWBe) celebrated a decade of transformative impact in the Kolar district through their flagship initiative, The Rural Rising. This milestone celebrates a journey of growth, sustainable development, and community empowerment that has reached more than 350,000 individuals across 288 villages in Bangarpet and Mulabagilu taluks.
To commemorate the occasion, a Taluk-level community library was inaugurated, reinforcing the initiative’s commitment to educational access and lifelong learning. Avi Avula, Country President of Applied Materials India and Vice President, Semiconductor Products Group, Asia, along with Rajesh Krishnan, CEO, United Way Bengaluru attended the event.
“This milestone is not just a celebration of what we’ve achieved, but a reaffirmation of what’s possible when business, community, and purpose come together”, said Avi Avula. “The Rural Rising initiative has shown us the power of sustained engagement in driving meaningful change”, he added.
A Model for Sustainable Rural Development
Launched in 2015, The Rural Rising initiative was conceived by United Way Bengaluru and implemented by Applied Materials India to address the unique needs of rural communities through a four-pillar approach: education, environment, health, and livelihood. Key achievements over the past decade include:
- Education:
- 2,299 students mentored and supported through scholarships and enriched learning environments
- Launch of a new community library to promote literacy and digital access
- Environment:
- 7 lakes rejuvenated
- 434 solar-powered streetlights installed
- 203 tonnes of CO₂ emissions reduced annually
- Livelihoods:
- 1,170 women, people with disabilities, and rural youth empowered with income-generating skills
- 561 farmers supported through soil and water conservation programs
- 8+ community water ATMs installed, benefiting over 4,000 residents
- Improved sanitation and hygiene infrastructure across villages
“Collaboration is at the heart of the Rural Rising flagship program. By partnering with Applied Materials India, local authorities, and the community, we have made sure that local perspectives are taken into the development process, from planning to implementation. This way, we are helping them take charge of their own progress and build lasting, self-sustaining change in Kolar, said Rajesh Krishnan, CEO of United Way Bengaluru.”
Scaling the Vision Beyond Kolar
Inspired by the success in Kolar, Applied Materials India and UWBe have expanded The Rural Rising to Coimbatore (Tamil Nadu), and Khed Taluk (Pune, Maharashtra). These new chapters will build on the proven model, focusing on education, sports infrastructure, and ecological sustainability. With continued investment and collaboration with local governments, the initiative is poised to scale its impact and enable long-term, community-driven transformation across rural India.
The post Applied Materials India and United Way Bengaluru Mark 10 Years of Rural Transformation in Kolar appeared first on ELE Times.
Made a usb rubber ducky
![]() | This pcb includes:
It’s a BadUSB that should act like a keyboard when you plug it in Thank you for reading and every input is appreciated [link] [comments] |
Якщо триматимемося гуртом, подолаємо всі труднощі!
Війна проникла в душі педагогів і науковців, інженерно-технічних працівників, студентів нашого університету з першого дня початку загарбницької агресії з боку російської федерації. Проте дух опору, що міцніє щодоби через борню за свободу України від наступу кровожерливих зайд, незнищенний.
AI-focused MCUs embed neural processor

Aimed at AI/ML applications, Renesas’ RA8P1 MCUs leverage an Arm Ethos-U55 neural processing unit (NPU) delivering 256 GOPS at 500 MHz. The 32-bit devices also integrate dual CPU cores—a 1-GHz Arm Cortex-M85 and a 250-MHz Cortex-M33—that together achieve over 7300 CoreMark points.
The NPU supports most commonly used neural networks, including DS-CNN, ResNet, Mobilenet, and TinyYolo. Depending on the neural network used, the Ethos-U55 provides up to 35× more inferences per second than the Cortex-M85 processor on its own.
RA8P1 microcontrollers provide up to 2 MB of SRAM and 1 MB of MRAM, which offers faster write speeds and higher endurance than flash memory. System-in-package options include 4 MB or 8 MB of external flash memory for more demanding AI tasks.
Dedicated peripherals and advanced security features support voice and vision AI, as well as real-time analytics. For vision AI, a 16-bit camera engine (CEU) handles image sensors up to 5 megapixels, while a separate two-lane MIPI CSI-2 interface provides a low pin-count connection at up to 720 Mbps per lane. Audio interfaces including I²S and PDM enable microphone input for voice AI. To protect edge AI and IoT systems, the devices integrate cryptographic IP, enforce immutable storage, and monitor for physical tampering.
The RA8P1 MCUs are available now in 224-pin and 289-pin BGA packages.
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