In July 2015, Sen, Nima Kalantari, then an ECE PhD student, and fellow PhD student Steve Bako published a paper with their solution: applying machine learning, a nascent approach at the time, to speed ...
There is a fundamental limit in how we architect System-on-Chips (SoCs) today. We lack the freedom to vary the accelerators we ship together to yield the best power and performance for a given SoC ...
Inspection presents the largest bottleneck in the National Nuclear Security Administration's (NNSA) manufacturing enterprise and is as much as 4x more costly than fabrication itself. On top of this, ...
Location: Harold Frank Hall (HFH), Room 4108 (ECE Conf. Rm.) AI has exposed an inconvenient truth: computation is no longer the bottleneck — memory is. Despite decades of aggressive scaling, modern ...
This seminar features short research talks covering a range of topics across AI, photonics, communications, control, and computing systems. Learn about ongoing work in the department and connect with ...
The future of space exploration demands instrumentation that is ultra-miniaturized, robust, and capable of functioning reliably in harsh, extreme environments—from the cryogenic depths of outer space ...
Efficient video compression relies heavily on accurate block prediction and effective frame reconstruction, both of which depend on statistical models that capture the characteristics of the encoded ...
Three short talks by UCSB PhD students Roark Chao, Poorva Shukla, and Abdelrahman S. Abdelrahman presenting a wide array of ECE topics from photonics to dynamical systems to quantum algorithms. All ...
Radio frequency (RF) transmitters and receivers contain multiple nonideal hardware components. In modern transceiver architectures, understanding their behavior and properties is essential for ...
In the era of the Internet of Things (IoT) and autonomous electric vehicles, the demand for highly efficient, reliable, and low-latency communication has never been greater. Simultaneously, demand for ...
This talk will cover the status of co-packaging efforts, both VCSEL- and SiPh-based, where they fit into the Ethernet switch market and the evolving Computer IO market, and how these technologies are ...
Zoom Meeting: https://ucsb.zoom.us/j/88579819067?pwd=4ajB7I2IC8XscRDssQUU2YdkDSKHPn.1 Next-generation communication systems will leverage emerging paradigms to ...
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