Title :
Design space exploration for a DT-CNN
Author :
Malki, Suleyman ; Spaanenburg, Lambert
Author_Institution :
Dept. of Electr. & Inf. Technol., Lund Univ., Lund
Abstract :
The paper presents design considerations for a digital Cellular Neural Network. The architectural spectrum is categorized from a rich variety in nodal structural transformations and formulated by an exploration model. This model is then applied to study the influence of the memory band-gap. Experiments show the benefits of a tiled implementation, mixing spatial network parallelism with time-multiplexed nodes based on a local register stack.
Keywords :
cellular neural nets; computer architecture; logic design; DT-CNN; architectural spectrum; design space exploration; digital cellular neural network; local register stack; memory band-gap; spatial network parallelism; Application software; Cellular neural networks; Cloning; Image processing; Information technology; Nonlinear equations; Parallel processing; Photonic band gap; Registers; Space exploration;
Conference_Titel :
Cellular Neural Networks and Their Applications, 2008. CNNA 2008. 11th International Workshop on
Conference_Location :
Santiago de Compostela
Print_ISBN :
978-1-4244-2089-6
Electronic_ISBN :
978-1-4244-2090-2
DOI :
10.1109/CNNA.2008.4588652
