Scalable Hardware Accelerator for Mini-Batch Gradient Descent.
Sandeep RasooriVenkatesh AkellaPublished in: ACM Great Lakes Symposium on VLSI (2018)
Keyphrases
- field programmable gate array
- real time
- low cost
- commodity hardware
- low latency
- computing power
- hardware implementation
- hardware and software
- data sets
- cost function
- web scale
- image processing
- loss function
- computer systems
- highly scalable
- error function
- objective function
- vlsi implementation
- cloud computing
- data processing
- parallel implementation
- massively parallel
- artificial neural networks
- conjugate gradient
- parallel hardware