Deef Belief Networks
- Speed :
- 2.4 GCUPS (connection update per second) on Xilinx Kintex 7 FPGA Chip
- 9.6 GCUPS on Xilinx Virtex 7
- 16x over GPUs (Virtext 7)
- Only 10 times slower than Google Brain system using 1000 GPUs
- On-chip Power Consumption : 5 Watts
- Reference : IJCNN 2014 conference (July 6, 2014. Beijing)
Neuromorphic Computing Solutions
- Speed :
- 245 million neurons / s (Kintex 7)
- 980 million neurons / s (Virtex 7)
- 105000x over 2-core PC
- On-chip Power Consumption : 5.4 Watts (Kintex 7)
- Reference : IJCNN 2015
High-speed Image Recognition Solution
- Algorithm : Speedup Robust Feature (SURF)
- Speed :
- 500 frames per second (fps) on Kintex 7 (projected)
- State-of-art GPU solution computes at 30 fps
- Availability : October 2014
Matrix Accelerator
- TBD
High-throughput FFT
- TBD