Join us in lasteset episode of EETimes Current as we delve into the transformative potential of 1.6 Terabit Ethernet (1.6TbE) alongside the pivotal role played by advanced 224G SerDes and emerging linear optical interfaces. Discover how this convergence optimizes area, power, and latency, enabling efficient processing of large language models and unstructured data with memory pooling and cache coherence. From mitigating datapath bottlenecks to unlocking new frontiers in compute throughput, we dissect the significance of next generation electro optical interfaces with 1.6T Ethernet in shaping the future of computing infrastructures.

In this episode, Professor Shih-Chii Liu, co-director of the Sensors Group at the Institute of Neuroinformatics (INI)—part of both the ETH and the University of Zurich, Switzerland—talks to Brains and Machines host, Dr. Sunny Bains, about neuromorphic cochlea, sparsity and deep networks, and what it will take for the technology to solve real problems in industry. Discussion follows with Dr. Giulia D’Angelo from the Fortiss research institute in Munich, and Professor Ralph Etienne-Cummings of Johns Hopkins University.

In this episode, Professor Emre Neftci, director of the Neuromorphic Software Ecosystems group at the Peter Grünberg Institute, talks to Brains and Machines host, Dr. Sunny Bains. He and his PGI colleagues, part of the Jülich Research Centre in Germany, think about how neurons can be trained and organized to learn in an efficient and brain-inspired way. You'll hear about his work in making backpropagation compatible with spiking neural networks, dealing with device variability, and one- and few-shot learning.

In this episode of Brains and Machines, you’ll hear Dr. Chiara Bartolozzi talk about how neuromorphic technology can be used to implement attention mechanisms, the importance of embodiment, and why we need a solid theory of how neural systems can work together to create intelligence. 

In this episode of the Brains and Machines podcast, EE Times regular Sunny Bains talks to Dr. Tobi Delbrück, one of the original neuromorphic engineers from Carver Mead's team at Caltech. Now a professor at the Institute of Neuroinformatics in Zurich, he has spent his career developing neuromorphic cameras and other technology. In this interview, you'll find out how he got started in the field, his work developing the dynamic vision sensor (also known as an event camera) and the pros and cons of sparse representations.

In this episode of the Brains and Machines podcast, EE Times regular Sunny Bains gets deep into nanoscale ferroelectrics with Professor Beatriz Noheda, director of the Groningen Cognitive Systems and Materials Center (CogniGron). They discuss how this unusual interdisciplinary research center works, why nanoscale ferroelectrics may be useful in brain-like systems, and a little about how they are designed and fabricated.

In this episode of the Brains and Machines podcast, Dr. Giulia D’Angelo from the Italian Institute of Technology interviews her IIT colleague, Dr. Simeon Bamford, who is currently working on tactile neuromorphic sensors. They talk about creating circuits to perform functions lost to brain damage, Bamford’s involvement with the commercialization of dynamic vision sensors, and his latest research on robotic touch. Discussion follows with Dr. Sunny Bains of University College London, and Prof. Ralph Etienne-Cummings of Johns Hopkins University.

Our future environment depends on renewable and sustainable energy. To maximize sustainable energy sources, energy gathering and grid integration are essential. Silicon carbide (SiC) makes green energy systems more efficient and resilient. To ensure high-quality goods and system design flexibility, end-to-end vertical integration is necessary. In this podcast with Simon Keeton, executive vice president and general manager of the power solutions group at onsemi, we analyze the pivotal role that SiC solutions play in optimizing energy harvesting and efficient grid integration for sustainable energy sources. We will also introduce the next PowerUP Energy Virtual Conference, coming on Dec. 12 and 13.

In the latest episode of Brains and Machines, EE Times regular Dr. Sunny Bains talks to Professor Melika Payvand, who designs neural systems from the circuit-level up at the Institute of Neuroinformatics in Zurich. You'll find out the role that memristors are playing in the systems she designs, why neural circuits need to operate at different timescales, and why copying some features of biological dendrites could add computational power to silicon brains. Discussion follows with Dr. Giulia D’Angelo from the Italian Institute of Technology and Professor Ralph Etienne-Cummings from Johns Hopkins University.

In this latest episode of Brains and Machines, EE Times regular Dr. Sunny Bains talks to now Emeritus Professor Steve Furber as he prepares to leave the University of Manchester. They talk about associative memories, the original SpiNNaker neural simulator designed using densely-interconnected ARM cores, and the new generation of the technology currently being assembled. Discussion follows with Dr. Giulia D’Angelo from the Italian Institute of Technology and Professor Ralph Etienne-Cummings from Johns Hopkins University.