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Replay in biological and artificial neural networks

Replay in biological and artificial neural networks

Our waking and sleeping lives are punctuated by fragments of recalled memories: a sudden connection in the shower between seemingly disparate thoughts, or an ill-fated choice decades ago that haunts us as we struggle to fall asleep. By measuring memory retrieval directly in the brain, neuroscientists have noticed something remarkable: spontaneous recollections, measured directly in the brain, often occur as very fast sequences of multiple memories. These so-called ‘replay’ sequences play out in a fraction of a second–so fast that we’re not necessarily aware of the sequence.

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AWS power outage with data loss

AWS power outage with data loss

On August 31st, 2019, an Amazon AWS US-EAST-1 datacenter in North Virginia experienced a power failure at 4:33 AM, which led to the datacenter’s backup generators to kick on. Unfortunately, these generators started failing at approximately 6:00 AM , which led to 7.5% of the EC2 instances and EBS volumes becoming unavailable. ‘1:30 PM PDT At 4:33 AM PDT one of ten data centers in one of the six Availability Zones in the US-EAST-1 Region saw a failure of utility power.

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New ways to make vertical farming stack up

New ways to make vertical farming stack up

Mr Elder is product manager for Intelligent Growth Solutions (IGS), a “vertical farming” company based at Invergowrie, near Dundee, in Scotland. Each of the nine-metre-high towers in the demonstration unit that he runs occupies barely 40 square metres. But by stacking the trays one on top of another an individual tower provides up to 350 square metres of growing area.

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How China Is Cashing in on Group Chats

How China Is Cashing in on Group Chats

One sunny afternoon this April, a Chinese teenager nicknamed Gallen was backpacking through Bali, hunting for things to do. But he didn’t turn to TripAdvisor for crowd-sourced suggestions (too time consuming) or scroll through Instagram for local geotags (too imprecise). Instead, Gallen enlisted recommendations from other nearby tourists through a WeChat group chat organized by the online travel provider Ctrip.

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Even Physicists Don’t Understand Quantum Mechanics

Even Physicists Don’t Understand Quantum Mechanics

Quantum mechanics, assembled gradually by a group of brilliant minds over the first decades of the 20th century, is an incredibly successful theory. We need it to account for how atoms decay, why stars shine, how transistors and lasers work and, for that matter, why tables and chairs are solid rather than immediately collapsing onto the floor. Scientists can use quantum mechanics with perfect confidence.

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Why our team cancelled our move to microservices

Why our team cancelled our move to microservices

Recently our development team had a small break in our feature delivery schedule. Technical leadership decided that this time would be best spent splitting our monolithic architecture into microservices. After a month of investigation and preparation, we cancelled the move, instead deciding to stick with our monolith.

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