Left to right: Yan Ru (Rudy) Pei, Olivier Coenen, Jon Tapson, and Tony Lewis. (Photo courtesy of Brainchip).
Sunny talks to Brainchip Chief Technology Officer Dr Tony Lewis, Research Scientist Yan Ru (Rudy) Pei; Senior Research Scientist Olivier Coenen, and Chief Development Officer and Vice President of Engineering, Jon Tapson. They discuss Brainchip’s business strategy, describe their temporal event-based neural networks (TENNs) in detail, and preview the next iteration of the Akida chip. After the interview, discussion follows with Giulia and Ralph.
Articles and Papers
- Introducing TENN: Revolutionizing computing with an energy efficient transformer replacement
- Real-time speech enhancement on raw signals with deep state-space modeling
- A lightweight spatiotemporal network for online eye tracking with event camera
- TENNs-PLEIADES: Building temporal kernels with orthogonal polynomials
From the discussion
- Prospective learning: Learning for a dynamic future
- Legendre memory units in recurrent neural networks
- Improved modeling and generalization capabilities of graph neural networks with legendre polynomials
- BrainChip demonstrates gesture recognition with prophesee EV4 development camera
- A low power, fully event-based gesture recognition system
Episode Credits
Producer/Writer: Sunny Bains
Co-hosts: Sunny Bains and Giulia D’Angelo
Editor: Rose Gotto
Audio Production: Taylor Marvin, Coupe Studios Music and Sound Design
Music: 3 of Diamonds by Matt Harris
For EETimes.com
This episode is produced in conjunction with EETimes. Podcast reproduced with permission.
