no code implementations • 4 Jun 2020 • Brian Crafton, Samuel Spetalnick, Arijit Raychowdhury
Compute in-memory (CIM) is a promising technique that minimizes data transport, the primary performance bottleneck and energy cost of most data intensive applications.
no code implementations • 9 Nov 2019 • Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
Deep neural networks (DNNs) have been emerged as the state-of-the-art algorithms in broad range of applications.
1 code implementation • 30 Jan 2019 • Brian Crafton, Abhinav Parihar, Evan Gebhardt, Arijit Raychowdhury
Using a sparse feedback matrix, we show that a neuron needs only a fraction of the information previously used by the feedback alignment algorithms.
