6G cellular networks will be highly complex, requiring deep learning (DL) to achieve significant system-level gains through site-specific communication techniques. Prof. Jeffrey Andrews will

6G cellular networks will be highly complex, requiring deep learning (DL) to achieve significant system-level gains through site-specific communication techniques. Prof. Jeffrey Andrews will present his group's DL innovations for 6G. These include a novel beam alignment approach offering up to 1000x speedup, a new architecture for high-dimensional channel estimation using deep generative networks, and site-specific multicell optimization that rapidly learns near-optimal antenna array settings, outperforming conventional 3GPP methods.

This webinar is organized by the ITU Journal on Future and Evolving Technologies (ITU J-FET), an international journal providing free, comprehensive coverage of communications and networking research. Discover more about the ITU Journal here and explore the full webinar series programme here.

While sharks are commonly associated with oceans, some species uniquely adapt to survive in freshwater environments.

Subscribe to our channel to join our community of

While sharks are commonly associated with oceans, some species uniquely adapt to survive in freshwater environments.

Subscribe to our channel to join our community of Wavemakers.

Stay connected with us on social media: [Instagram](https://www.instagram.com/oceana/), [Twitter](http://twitter.com/oceana), and [Facebook](https://www.facebook.com/oceana/).

Mushrooms, with their dazzling array of colors and forms, are the temporary fruiting bodies of a larger fungal network. Join local expert Chris May to explore Arizona's diverse fungal world,

Mushrooms, with their dazzling array of colors and forms, are the temporary fruiting bodies of a larger fungal network. Join local expert Chris May to explore Arizona's diverse fungal world, learning about edible species, those to avoid, and how to appreciate the fungi all around us.

A former Arizona Mushroom Society president, Chris May is a NAMA-designated mushroom identifier and a member of its Toxicology Committee. Passionate about fungi since 2012, he consults on suspected mushroom poisonings and has safely identified 88 different species in Arizona.

Scientists recently discovered bats, like Tuvan throat singers and death-metal vocalists, produce sound using ventricular folds instead of vocal cords. A Danish biologist found bats use these for

Scientists recently discovered bats, like Tuvan throat singers and death-metal vocalists, produce sound using ventricular folds instead of vocal cords. A Danish biologist found bats use these for low-frequency calls. With their ability to also make extremely high-pitched calls, bats possess an unparalleled vocal range. The Center for Biological Diversity argues this makes them more akin to grindcore vocalists, who utilize both very low and very high frequencies.

The Center for Biological Diversity, a 501c3 nonprofit, works to secure a future for all species through science, law, and creative media. Check out our video to hear biodiversity-loving grindcore artists and see brutally cute bats. Learn more at biologicaldiversity.org or email us at center@biologicaldiversity.org.

Watch a black bear cub's delightful first encounter with snow, captured on video with its mother during an urban stroll. This was likely the young bear’s first winter, a crucial period when cubs

Watch a black bear cub's delightful first encounter with snow, captured on video with its mother during an urban stroll. This was likely the young bear’s first winter, a crucial period when cubs learn vital survival skills from their mother.

The Center for Biological Diversity, a 501c3 nonprofit, works to secure a future for all species by protecting the lands, waters, and climate they need to survive. We believe human welfare is deeply linked to nature's vast diversity.

Learn more at biologicaldiversity.org or contact us at center@biologicaldiversity.org.

This delightful video captures a bear cub's playful encounter with its first winter snow. Filmed with its mother during an urban stroll, the cub charmingly tries to catch falling snowflakes.

This delightful video captures a bear cub's playful encounter with its first winter snow. Filmed with its mother during an urban stroll, the cub charmingly tries to catch falling snowflakes. (Video courtesy Ring.com, CC BY.)

The Center for Biological Diversity is a Tucson-based 501c3 nonprofit dedicated to protecting diverse wild species and their habitats. We believe human welfare is deeply linked to nature, working through science and law to secure a future for all species. Learn more at biologicaldiversity.org or contact us at center@biologicaldiversity.org.

Wildfires are distressing, yet a biocentric perspective reveals they are primarily climate-driven, not fuel-driven. This means landscape-scale forest thinning and prescribed burns are largely

Wildfires are distressing, yet a biocentric perspective reveals they are primarily climate-driven, not fuel-driven. This means landscape-scale forest thinning and prescribed burns are largely ineffective at reducing fire spread or intensity, a view supported by experts like George Wuerthner.

Fires are often used as an excuse for logging, whether for "fuels management" or "salvage." However, burned forests are vital carbon sinks and biodiverse habitats that should be allowed to recover naturally, as logging is detrimental.

For further insight, explore this [interview with Ralph Bloemers on fire ecology](https://resistanceradioprn.podbean.com/e/resistance-radio-guest-ralph-bloemers/) and George Wuerthner's [article on wildfires](https://www.counterpunch.org/2022/08/08/yet-another-misleading-piece-on-wildfires-from-the-new-york-times/).

Join host Jeff Corwin as he connects with some of the most threatened aquatic animals, including Florida's gentle manatees, the endangered Kemp's Ridley sea turtle, and coral reefs. He highlights

Join host Jeff Corwin as he connects with some of the most threatened aquatic animals, including Florida's gentle manatees, the endangered Kemp's Ridley sea turtle, and coral reefs. He highlights critical threats to manatees, such as habitat loss, cold snaps, and harmful algae blooms, which have led to record mortalities. Conservationists are racing to save these iconic creatures.

Efforts include restoring warm water habitats, advocating for dam removal to open vital waterways like the Ocklawaha River, and coordinating rescue and rehabilitation partnerships, exemplified by SeaWorld's work with rescued manatees like Avana. Protecting these watery worlds is essential for the planet's health.

The U.S. Endangered Species Act (ESA) protects species but acknowledges that some incidental harm, or "take," may occur. Sections 7 and 10 provide distinct pathways to allow activities while

The U.S. Endangered Species Act (ESA) protects species but acknowledges that some incidental harm, or "take," may occur. Sections 7 and 10 provide distinct pathways to allow activities while minimizing this impact.

Section 7 requires federal agencies to consult with the U.S. Fish and Wildlife Service or NOAA when their actions might affect listed species, resulting in an incidental take statement. In contrast, Section 10 enables non-federal entities to obtain incidental take permits (ITPs) by developing a Habitat Conservation Plan (HCP). The primary difference lies in who is involved: federal agencies for Section 7, and private, state, or local entities for Section 10.

Crucially, while Section 7 consultations can stand alone, Section 10's HCPs always require an accompanying Section 7 consultation. This is because issuing an ITP is a federal action, necessitating its own consultation.

Join Jeff Corwin on "Wildlife Nation" for an adventure in conservation. This episode highlights the American crocodile's remarkable comeback, showing how a nuclear power station provides an ideal

Join Jeff Corwin on "Wildlife Nation" for an adventure in conservation. This episode highlights the American crocodile's remarkable comeback, showing how a nuclear power station provides an ideal nesting site and Jeff finding wild baby crocs in Key Largo. This success story demonstrates stewardship's role in their recovery.

Next, Jeff investigates climate change's impact on coral reefs. He works with biologists to combat coral bleaching and restore Florida's endangered reefs, highlighting conservationists protecting North America's wildlife.

Check local listings to watch. For more, visit defenders.org/wildlifenation. Jeff Corwin partners with Defenders of Wildlife.