MANTRA I : An SIMD Processor Array for Neural
نویسندگان
چکیده
This paper presents an SIMD processor array dedicated to the implementation of neural networks. The heart of this machine is a systolic array of simple processing elements (PEs). A VLSI custom chip containing 2 2 PEs was built. The machine is designed to sustain suucient instruction and data ows to keep a utilization rate close to 100 %. Finally, this computer is intended to be inserted in a network of heterogeneous nodes.
منابع مشابه
MANTRA I : A Systolic Neuro - ComputerMarc
This paper presents the MANTRA I machine, an SIMD neuro-computer based on a square systolic array of dedicated processing elements (PEs). A VLSI custom chip, called GENES IV containing 2 2 PEs is at the heart of the system. This machine implements suucient instruction and data ows to keep the array's utilization rate close to 100 %.
متن کاملAn SIMD Processor Array for Neural
This paper presents an SIMD processor array dedicated to the implementation of neural networks. The heart of this machine is a systolic array of simple processing elements (PEs). A VLSI custom chip containing 2 2 PEs was built. The machine is designed to sustain suucient instruction and data ows to keep a utilization rate close to 100 %. Finally, this computer is intended to be inserted in a ne...
متن کاملVIP: An FPGA-Based Processor for Image Processing and Neural Networks - Microelectronics for Neural Networks, 1996., Proceedings of Fifth International Conference on
We present in this paper the architecture and implementation of the Virtual Image Processor (VIP) which is an SIMD multiprocessor build with large FPGAs. The SIMD architecture, together with a 2D torus connection topology, is well suited for image processing, pattern recognition and neural network algorithms. The VIP board can be programmed on-line a t the logic level, allowing optimal hardware...
متن کاملA Systolic Accelerator for Power System Security Assessment
This paper presents an application of a neural-network algorithm, the Kohonen feature map, to security monitoring in power transmission systems, and its implementation on parallel hardware. The computational requirements of the application led to the development of an SIMD processor array dedicated to neural networks. The heart of this system is a systolic array of simple processing elements (P...
متن کاملVIP: An FPGA-based Processor for Image Processing and Neural Networks
We present in this paper the architecture and implementation of the Virtual Image Processor (VIP) which is an SIMD multiprocessor build with large FPGAs. The SIMD architecture, together with a 2D torus connection topology, is well suited for image processing, pattern recognition and neural network algorithms. The VIP board can be programmed on-line at the logic level, allowing optimal hardware ...
متن کامل