Mipsology is a groundbreaking startup focused on state-of-the-art acceleration for deep learning inference. The team devised Zebra - the first plug & play technology to accelerate the computations of inference for neural networks on FPGA and conceal the hardware to AI users. Zebra delivers a range of critical capabilities: - Fastest CNN inference - Zebra sets a new standard of performance. - Supports all neural networks - Zebra accelerates all layers of any CNN. - Easy to use - Zebra is a "plug & play" solution, no changes or retraining of the NN are required. - No changes to the software environment - No new languages, frameworks or tools. Zebra works from within TensorFlow, PyTorch, ONNX, Caffe and MXNet. - Scalable, flexible and adaptable - Zebra can replace GPUs or complement CPUs anywhere. - Zebra computes the same neural networks on all FPGA boards, allowing heavy computing in data centers or lighter one at the edge, with no extra R&D effort.