A throughput-on-demand address-event transmitter for neuromorphic chips

被引:25
作者
Boahen, K [1 ]
机构
[1] Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
来源
20TH ANNIVERSARY CONFERENCE ON ADVANCED RESEARCH IN VLSI, PROCEEDINGS | 1999年
关键词
D O I
10.1109/ARVLSI.1999.756038
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
I present a scalable 2-D address-event transmitter interface designed to take advantage of the high integration, densities available with, advanced submicron technology. To sustain throughput, it exploits the linear increase in the number of active neurons per row with as-ray size, instead of counting on a linear increase in the unit-current/unit-capacitance ratio, as existing designs do. I synthesize an asynchronous implementation starting from a high-level specification, and present test results from a 104 x 96-neuron chip fabricated in a 1.2 mu m CMOS process. Reading out the state of all neurons in a selected row in parallel, and sending their spikes in a tight burst of events, yields cycle times between. 40 to 70ns-six to ten times shorter than the 420ns minimum cycle time reported in earlier work.
引用
收藏
页码:72 / 86
页数:15
相关论文
共 12 条
[1]   The retinomorphic approach: Pixel-parallel adaptive amplification, filtering, and quantization [J].
Boahen, KA .
ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 1997, 13 (1-2) :53-68
[2]  
BOAHEN KA, 1999, IN PRESS IEEE T CIRC
[3]  
BOAHEN KA, 1998, COMMUNICATING NEURON, P229
[4]  
HIGGINS CM, 1999, C ADV RES VLSI LOS A
[5]   SILICON AUDITORY PROCESSORS AS COMPUTER PERIPHERALS [J].
LAZZARO, J ;
WAWRZYNEK, J ;
MAHOWALD, M ;
SIVILOTTI, M ;
GILLESPIE, D .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1993, 4 (03) :523-528
[6]  
LAZZARO JP, 1992, IEEE INT S CIRC SYST
[7]  
MAHOWALD M, 1994, ANALOG VLSI STEREOSC
[8]  
MARTIN A, 1989, CSTR8901 CALTECH
[9]  
Mead C, 1989, ANALOG VLSI NEURAL S
[10]   A COMMUNICATION SCHEME FOR ANALOG VLSI PERCEPTIVE SYSTEMS [J].
MORTARA, A ;
VITTOZ, EA ;
VENIER, P .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 1995, 30 (06) :660-669