Abstract:
Bringing computing systems to the stage of Machine Intelligence will require a massive scaling in processing, memory, and interconnectivity, and thus a major change in ho...Show MoreMetadata
Abstract:
Bringing computing systems to the stage of Machine Intelligence will require a massive scaling in processing, memory, and interconnectivity, and thus a major change in how electronic systems are designed. Long overlooked because of its unsuitability for the exacting demands of enterprise computing, 3D waferscale integration offers a promising scaling path, due in large part to the fault-tolerant nature of many cognitive algorithms. This work explores this scaling path in greater detail, invoking a simple model of brain connectivity to examine the potential for 3D waferscale integration to meet the demanding interconnectivity requirements of Machine Intelligence.
Date of Conference: 16-19 October 2017
Date Added to IEEE Xplore: 08 March 2018
ISBN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Computational Intelligence ,
- 3D Integration ,
- Wafer-scale Integration ,
- Computer System ,
- Fault-tolerant ,
- Connectivity Model ,
- Machine Learning ,
- White Matter ,
- Scale Studies ,
- Parallel Approach ,
- Long-range Connections ,
- Small-world Network ,
- Power Communication ,
- Latency Requirements ,
- Bandwidth Requirements ,
- Neuromorphic Computing ,
- Facial Variation ,
- Short-range Connections
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Computational Intelligence ,
- 3D Integration ,
- Wafer-scale Integration ,
- Computer System ,
- Fault-tolerant ,
- Connectivity Model ,
- Machine Learning ,
- White Matter ,
- Scale Studies ,
- Parallel Approach ,
- Long-range Connections ,
- Small-world Network ,
- Power Communication ,
- Latency Requirements ,
- Bandwidth Requirements ,
- Neuromorphic Computing ,
- Facial Variation ,
- Short-range Connections