Lattice sensAI
E656342
Lattice sensAI is Lattice Semiconductor’s low-power, FPGA-based edge AI platform designed to accelerate machine learning inference in resource-constrained applications.
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
FPGA-based AI solution
ⓘ
edge AI platform ⓘ |
| basedOn |
Lattice FPGA devices
ⓘ
low-power FPGAs ⓘ |
| compatibleWith |
Lattice Certus-NX FPGAs
NERFINISHED
ⓘ
Lattice CrossLink-NX FPGAs NERFINISHED ⓘ Lattice ECP5 FPGAs NERFINISHED ⓘ Lattice iCE40 UltraPlus FPGAs NERFINISHED ⓘ |
| designedFor |
edge AI applications
ⓘ
resource-constrained applications ⓘ |
| developer | Lattice Semiconductor NERFINISHED ⓘ |
| focusesOn |
battery-powered devices
ⓘ
cost-sensitive applications ⓘ small form factor designs ⓘ |
| goal | accelerate deployment of AI at the edge ⓘ |
| includes |
AI/ML IP cores
ⓘ
FPGA hardware ⓘ reference designs ⓘ software tools ⓘ |
| industry |
artificial intelligence
ⓘ
embedded systems ⓘ semiconductors ⓘ |
| marketedAs | low-power edge AI platform ⓘ |
| optimizationTarget |
low latency inference
ⓘ
low power consumption ⓘ |
| ownedBy | Lattice Semiconductor Corporation NERFINISHED ⓘ |
| provides |
hardware-software solution stack
ⓘ
model optimization tools ⓘ performance and power estimation tools ⓘ pre-verified neural network accelerators ⓘ |
| region | global market ⓘ |
| supports |
Caffe model import (via tools)
ⓘ
TensorFlow model import (via tools) ⓘ always-on AI features ⓘ convolutional neural networks ⓘ deep learning inference ⓘ edge inferencing workloads ⓘ int8 inference ⓘ machine learning inference ⓘ quantized neural networks ⓘ real-time analytics at the edge ⓘ |
| technologyType |
hardware acceleration for AI
ⓘ
reconfigurable computing ⓘ |
| useCase |
IoT edge devices
ⓘ
computer vision at the edge ⓘ embedded vision systems ⓘ industrial automation ⓘ smart cameras ⓘ |
Referenced by (1)
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