Analysis of multilayer perceptron based on artificial neural network

Artificial neural network (ANN) is a kind of simple model which abstracts the neural network of human brain from the perspective of information processing, and forms different networks according to different connection modes. It has made a breakthrough in speech recognition, computer vision and text processing. neuron In neural network, neuron is the basic unit […]

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What are the four advantages of Lou’s unique heterogeneous processor combination for ia8508?

Knowles, a global supplier and market leader of advanced micro acoustic devices, audio processing and precision device solutions, recently announced the launch of ia8508, a new audio processor platform. Ia8508 advanced audio processor optimizes the performance and power consumption of near-field and far-field voice applications, making it the perfect solution for mobile phones, headphones and […]

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The solution of deepscale is the fusion of deep neural network sensors

In a recent exclusive interview with EE times, deepscale introduced its unique “sensing system” solution; the sensing technology developed by deepscale is to obtain raw data rather than object data, and use embedded processor to accelerate sensor fusion. How does a so-called driverless car perceive the world around it instantly, safely and accurately? If you […]

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Example analysis of fp16 format dot product operation in FPGA

Yang Yu, Senior Field Application Engineer of achronix One of the core of neural network architecture is convolution layer, and the most basic operation of convolution is dot product. The result of vector multiplication is that the sum of each element of a vector is multiplied together, which is usually called dot product. This vector […]

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NVIDIA research uses limited data sets to achieve AI training breakthrough

Data enhancement technology enables AI model to imitate works of art based on a small data set of Metropolitan Museum of art, and create new potential applications in medical and health fields. NVIDIA research’s latest AI model can be described as a “prodigy” in the field of generative countermeasure network (GAN). Compared with the typical […]

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The new conga-smc1 3.5 processor supports camera connection

After successfully entering the 3.5-inch single board (SBC) market last year, kangjiate launched a new carrier board based on the standard design. Its highlight is that there is a socket on the carrier board to fit the arm smarc module. Its I / O is specially optimized for all NXP i.mx8 series modules of congate, […]

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Choose the right tool to play AI easily

Launching AI applications has never been easier! Thanks to FPGAs like xilinxzynq ultrascale + MPSoC, AI can now be deployed offline or at the edge. Ruisu Yingke core board module combined with vitai development tool provides users with convenient tools, which can be used to develop and deploy machine learning applications for real-time reasoning, so […]

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